fec1dad6-a285-4bd1-ac1b-e628c3558c39
[]
[
{
"author": "joelsiks",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\"\u003ehttps://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205129\"\u003ehttps://news.ycombinator.com/item?id=47205129\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 21\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/",
"published": "2026-03-01T09:27:34Z",
"title": "Why is the first C++ (m)allocation always 72 KB?"
},
{
"author": "kuberwastaken",
"description": "\n\u003cp\u003ePosted about this last year, since then learned a lot, changed a lot and can still say it's the best Terminal-Style Portfolio Website on The Internet\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205127\"\u003ehttps://news.ycombinator.com/item?id=47205127\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 11\u003c/p\u003e\n\u003cp\u003e# Comments: 5\u003c/p\u003e\n",
"link": "https://kuber.studio/",
"published": "2026-03-01T09:26:59Z",
"title": "Show HN: Terminal-Style Portfolio on the Internet"
},
{
"author": "adlrocha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\"\u003ehttps://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205009\"\u003ehttps://news.ycombinator.com/item?id=47205009\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 12\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity",
"published": "2026-03-01T09:04:19Z",
"title": "Intelligence is a commodity. Context is the real AI Moat"
},
{
"author": "mschnell",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mlu-explain.github.io/decision-tree/\"\u003ehttps://mlu-explain.github.io/decision-tree/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204964\"\u003ehttps://news.ycombinator.com/item?id=47204964\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 58\u003c/p\u003e\n\u003cp\u003e# Comments: 2\u003c/p\u003e\n",
"link": "https://mlu-explain.github.io/decision-tree/",
"published": "2026-03-01T08:55:52Z",
"title": "Decision trees – the unreasonable power of nested decision rules"
},
{
"author": "doener",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://claude.com/import-memory\"\u003ehttps://claude.com/import-memory\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204571\"\u003ehttps://news.ycombinator.com/item?id=47204571\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 139\u003c/p\u003e\n\u003cp\u003e# Comments: 93\u003c/p\u003e\n",
"link": "https://claude.com/import-memory",
"published": "2026-03-01T07:36:52Z",
"title": "Switch to Claude without starting over"
},
{
"author": "vismit2000",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://modernaicourse.org\"\u003ehttps://modernaicourse.org\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204559\"\u003ehttps://news.ycombinator.com/item?id=47204559\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 55\u003c/p\u003e\n\u003cp\u003e# Comments: 12\u003c/p\u003e\n",
"link": "https://modernaicourse.org",
"published": "2026-03-01T07:35:03Z",
"title": "10-202: Introduction to Modern AI (CMU)"
},
{
"author": "vinhnx",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/10.1145/3624725\"\u003ehttps://dl.acm.org/doi/10.1145/3624725\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202864\"\u003ehttps://news.ycombinator.com/item?id=47202864\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 34\u003c/p\u003e\n\u003cp\u003e# Comments: 14\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/10.1145/3624725",
"published": "2026-03-01T02:09:41Z",
"title": "The Science of Detecting LLM-Generated Text"
},
{
"author": "tambourine_man",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
},
{
"author": "ksec",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/fullHtml/10.1145/238386.238611\"\u003ehttps://dl.acm.org/doi/fullHtml/10.1145/238386.238611\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200904\"\u003ehttps://news.ycombinator.com/item?id=47200904\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 180\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/fullHtml/10.1145/238386.238611",
"published": "2026-02-28T22:19:36Z",
"title": "The Windows 95 user interface: A case study in usability engineering (1996)"
},
{
"author": "andsoitis",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\"\u003ehttps://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200879\"\u003ehttps://news.ycombinator.com/item?id=47200879\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 371\u003c/p\u003e\n",
"link": "https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed",
"published": "2026-02-28T22:16:08Z",
"title": "Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule"
},
{
"author": "golfer",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://twitter.com/OpenAI/status/2027846016423321831\"\u003ehttps://twitter.com/OpenAI/status/2027846016423321831\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200420\"\u003ehttps://news.ycombinator.com/item?id=47200420\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 562\u003c/p\u003e\n\u003cp\u003e# Comments: 270\u003c/p\u003e\n",
"link": "https://twitter.com/OpenAI/status/2027846016423321831",
"published": "2026-02-28T21:24:16Z",
"title": "We do not think Anthropic should be designated as a supply chain risk"
},
{
"author": "surprisetalk",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://openai.com/index/our-agreement-with-the-department-of-war\"\u003ehttps://openai.com/index/our-agreement-with-the-department-of-war\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199948\"\u003ehttps://news.ycombinator.com/item?id=47199948\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 309\u003c/p\u003e\n\u003cp\u003e# Comments: 220\u003c/p\u003e\n",
"link": "https://openai.com/index/our-agreement-with-the-department-of-war",
"published": "2026-02-28T20:35:29Z",
"title": "Our Agreement with the Department of War"
},
{
"author": "lostmsu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\"\u003ehttps://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199781\"\u003ehttps://news.ycombinator.com/item?id=47199781\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 377\u003c/p\u003e\n\u003cp\u003e# Comments: 209\u003c/p\u003e\n",
"link": "https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance",
"published": "2026-02-28T20:20:00Z",
"title": "Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers"
},
{
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\"\u003ehttps://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47198977\"\u003ehttps://news.ycombinator.com/item?id=47198977\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 241\u003c/p\u003e\n\u003cp\u003e# Comments: 113\u003c/p\u003e\n",
"link": "https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/",
"published": "2026-02-28T19:04:01Z",
"title": "Block the “Upgrade to Tahoe” Alerts"
},
{
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\"\u003ehttps://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197595\"\u003ehttps://news.ycombinator.com/item?id=47197595\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 190\u003c/p\u003e\n\u003cp\u003e# Comments: 100\u003c/p\u003e\n",
"link": "https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00",
"published": "2026-02-28T16:58:54Z",
"title": "Verified Spec-Driven Development (VSDD)"
},
{
"author": "adilmoujahid",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://help.obsidian.md/sync/headless\"\u003ehttps://help.obsidian.md/sync/headless\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197267\"\u003ehttps://news.ycombinator.com/item?id=47197267\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 482\u003c/p\u003e\n\u003cp\u003e# Comments: 167\u003c/p\u003e\n",
"link": "https://help.obsidian.md/sync/headless",
"published": "2026-02-28T16:31:53Z",
"title": "Obsidian Sync now has a headless client"
},
{
"author": "RyanShook",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://github.com/google-gemini/gemini-cli/discussions/20632\"\u003ehttps://github.com/google-gemini/gemini-cli/discussions/20632\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195371\"\u003ehttps://news.ycombinator.com/item?id=47195371\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 237\u003c/p\u003e\n\u003cp\u003e# Comments: 195\u003c/p\u003e\n",
"link": "https://github.com/google-gemini/gemini-cli/discussions/20632",
"published": "2026-02-28T13:50:13Z",
"title": "Addressing Antigravity Bans and Reinstating Access"
},
{
"author": "jbdamask",
"description": "\n\u003cp\u003eUnderstanding scientific articles can be tough, even in your own field. Trying to comprehend articles from others? Good luck.\u003cp\u003eEnter, Now I Get It!\u003cp\u003eI made this app for curious people. Simply upload an article and after a few minutes you'll have an interactive web page showcasing the highlights. Generated pages are stored in the cloud and can be viewed from a gallery.\u003cp\u003eNow I Get It! uses the best LLMs out there, which means the app will improve as AI improves.\u003cp\u003eFree for now - it's capped at 20 articles per day so I don't burn cash.\u003cp\u003eA few things I (and maybe you will) find interesting:\u003cp\u003e* This is a pure convenience app. I could just as well use a saved prompt in Claude, but sometimes it's nice to have a niche-focused app. It's just cognitively easier, IMO.\u003cp\u003e* The app was built for myself and colleagues in various scientific fields. It can take an hour or more to read a detailed paper so this is like an on-ramp.\u003cp\u003e* The app is a place for me to experiment with using LLMs to translate scientific articles into software. The space is pregnant with possibilities.\u003cp\u003e* Everything in the app is the result of agentic engineering, e.g. plans, specs, tasks, execution loops. I swear by Beads (\u003ca href=\"https://github.com/steveyegge/beads\" rel=\"nofollow\"\u003ehttps://github.com/steveyegge/beads\u003c/a\u003e) by Yegge and also make heavy use of Beads Viewer (\u003ca href=\"https://news.ycombinator.com/item?id=46314423\"\u003ehttps://news.ycombinator.com/item?id=46314423\u003c/a\u003e) and Destructive Command Guard (\u003ca href=\"https://news.ycombinator.com/item?id=46835674\"\u003ehttps://news.ycombinator.com/item?id=46835674\u003c/a\u003e) by Jeffrey Emanuel.\u003cp\u003e* I'm an AWS fan and have been impressed by Opus' ability to write good CFN. It still needs a bunch of guidance around distributed architecture but way better than last year.\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195123\"\u003ehttps://news.ycombinator.com/item?id=47195123\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 242\u003c/p\u003e\n\u003cp\u003e# Comments: 107\u003c/p\u003e\n",
"link": "https://nowigetit.us",
"published": "2026-02-28T13:29:36Z",
"title": "Show HN: Now I Get It – Translate scientific papers into interactive webpages"
},
{
"author": "mksglu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mksg.lu/blog/context-mode\"\u003ehttps://mksg.lu/blog/context-mode\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47193064\"\u003ehttps://news.ycombinator.com/item?id=47193064\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 407\u003c/p\u003e\n\u003cp\u003e# Comments: 82\u003c/p\u003e\n",
"link": "https://mksg.lu/blog/context-mode",
"published": "2026-02-28T10:01:20Z",
"title": "MCP server that reduces Claude Code context consumption by 98%"
},
{
"author": "asontha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\"\u003ehttps://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47183907\"\u003ehttps://news.ycombinator.com/item?id=47183907\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 0\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae",
"published": "2026-02-27T18:37:53Z",
"title": "Kyber (YC W23) Is Hiring an Enterprise Account Executive"
}
]
[
{
"author": "joelsiks",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\"\u003ehttps://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205129\"\u003ehttps://news.ycombinator.com/item?id=47205129\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 21\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/",
"published": "2026-03-01T09:27:34Z",
"title": "Why is the first C++ (m)allocation always 72 KB?"
},
{
"author": "kuberwastaken",
"description": "\n\u003cp\u003ePosted about this last year, since then learned a lot, changed a lot and can still say it's the best Terminal-Style Portfolio Website on The Internet\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205127\"\u003ehttps://news.ycombinator.com/item?id=47205127\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 11\u003c/p\u003e\n\u003cp\u003e# Comments: 5\u003c/p\u003e\n",
"link": "https://kuber.studio/",
"published": "2026-03-01T09:26:59Z",
"title": "Show HN: Terminal-Style Portfolio on the Internet"
},
{
"author": "adlrocha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\"\u003ehttps://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205009\"\u003ehttps://news.ycombinator.com/item?id=47205009\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 12\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity",
"published": "2026-03-01T09:04:19Z",
"title": "Intelligence is a commodity. Context is the real AI Moat"
},
{
"author": "mschnell",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mlu-explain.github.io/decision-tree/\"\u003ehttps://mlu-explain.github.io/decision-tree/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204964\"\u003ehttps://news.ycombinator.com/item?id=47204964\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 58\u003c/p\u003e\n\u003cp\u003e# Comments: 2\u003c/p\u003e\n",
"link": "https://mlu-explain.github.io/decision-tree/",
"published": "2026-03-01T08:55:52Z",
"title": "Decision trees – the unreasonable power of nested decision rules"
},
{
"author": "doener",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://claude.com/import-memory\"\u003ehttps://claude.com/import-memory\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204571\"\u003ehttps://news.ycombinator.com/item?id=47204571\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 139\u003c/p\u003e\n\u003cp\u003e# Comments: 93\u003c/p\u003e\n",
"link": "https://claude.com/import-memory",
"published": "2026-03-01T07:36:52Z",
"title": "Switch to Claude without starting over"
},
{
"author": "vismit2000",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://modernaicourse.org\"\u003ehttps://modernaicourse.org\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204559\"\u003ehttps://news.ycombinator.com/item?id=47204559\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 55\u003c/p\u003e\n\u003cp\u003e# Comments: 12\u003c/p\u003e\n",
"link": "https://modernaicourse.org",
"published": "2026-03-01T07:35:03Z",
"title": "10-202: Introduction to Modern AI (CMU)"
},
{
"author": "vinhnx",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/10.1145/3624725\"\u003ehttps://dl.acm.org/doi/10.1145/3624725\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202864\"\u003ehttps://news.ycombinator.com/item?id=47202864\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 34\u003c/p\u003e\n\u003cp\u003e# Comments: 14\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/10.1145/3624725",
"published": "2026-03-01T02:09:41Z",
"title": "The Science of Detecting LLM-Generated Text"
},
{
"author": "tambourine_man",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
},
{
"author": "ksec",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/fullHtml/10.1145/238386.238611\"\u003ehttps://dl.acm.org/doi/fullHtml/10.1145/238386.238611\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200904\"\u003ehttps://news.ycombinator.com/item?id=47200904\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 180\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/fullHtml/10.1145/238386.238611",
"published": "2026-02-28T22:19:36Z",
"title": "The Windows 95 user interface: A case study in usability engineering (1996)"
},
{
"author": "andsoitis",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\"\u003ehttps://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200879\"\u003ehttps://news.ycombinator.com/item?id=47200879\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 371\u003c/p\u003e\n",
"link": "https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed",
"published": "2026-02-28T22:16:08Z",
"title": "Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule"
},
{
"author": "golfer",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://twitter.com/OpenAI/status/2027846016423321831\"\u003ehttps://twitter.com/OpenAI/status/2027846016423321831\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200420\"\u003ehttps://news.ycombinator.com/item?id=47200420\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 562\u003c/p\u003e\n\u003cp\u003e# Comments: 270\u003c/p\u003e\n",
"link": "https://twitter.com/OpenAI/status/2027846016423321831",
"published": "2026-02-28T21:24:16Z",
"title": "We do not think Anthropic should be designated as a supply chain risk"
},
{
"author": "surprisetalk",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://openai.com/index/our-agreement-with-the-department-of-war\"\u003ehttps://openai.com/index/our-agreement-with-the-department-of-war\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199948\"\u003ehttps://news.ycombinator.com/item?id=47199948\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 309\u003c/p\u003e\n\u003cp\u003e# Comments: 220\u003c/p\u003e\n",
"link": "https://openai.com/index/our-agreement-with-the-department-of-war",
"published": "2026-02-28T20:35:29Z",
"title": "Our Agreement with the Department of War"
},
{
"author": "lostmsu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\"\u003ehttps://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199781\"\u003ehttps://news.ycombinator.com/item?id=47199781\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 377\u003c/p\u003e\n\u003cp\u003e# Comments: 209\u003c/p\u003e\n",
"link": "https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance",
"published": "2026-02-28T20:20:00Z",
"title": "Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers"
},
{
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\"\u003ehttps://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47198977\"\u003ehttps://news.ycombinator.com/item?id=47198977\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 241\u003c/p\u003e\n\u003cp\u003e# Comments: 113\u003c/p\u003e\n",
"link": "https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/",
"published": "2026-02-28T19:04:01Z",
"title": "Block the “Upgrade to Tahoe” Alerts"
},
{
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\"\u003ehttps://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197595\"\u003ehttps://news.ycombinator.com/item?id=47197595\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 190\u003c/p\u003e\n\u003cp\u003e# Comments: 100\u003c/p\u003e\n",
"link": "https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00",
"published": "2026-02-28T16:58:54Z",
"title": "Verified Spec-Driven Development (VSDD)"
},
{
"author": "adilmoujahid",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://help.obsidian.md/sync/headless\"\u003ehttps://help.obsidian.md/sync/headless\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197267\"\u003ehttps://news.ycombinator.com/item?id=47197267\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 482\u003c/p\u003e\n\u003cp\u003e# Comments: 167\u003c/p\u003e\n",
"link": "https://help.obsidian.md/sync/headless",
"published": "2026-02-28T16:31:53Z",
"title": "Obsidian Sync now has a headless client"
},
{
"author": "RyanShook",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://github.com/google-gemini/gemini-cli/discussions/20632\"\u003ehttps://github.com/google-gemini/gemini-cli/discussions/20632\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195371\"\u003ehttps://news.ycombinator.com/item?id=47195371\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 237\u003c/p\u003e\n\u003cp\u003e# Comments: 195\u003c/p\u003e\n",
"link": "https://github.com/google-gemini/gemini-cli/discussions/20632",
"published": "2026-02-28T13:50:13Z",
"title": "Addressing Antigravity Bans and Reinstating Access"
},
{
"author": "jbdamask",
"description": "\n\u003cp\u003eUnderstanding scientific articles can be tough, even in your own field. Trying to comprehend articles from others? Good luck.\u003cp\u003eEnter, Now I Get It!\u003cp\u003eI made this app for curious people. Simply upload an article and after a few minutes you'll have an interactive web page showcasing the highlights. Generated pages are stored in the cloud and can be viewed from a gallery.\u003cp\u003eNow I Get It! uses the best LLMs out there, which means the app will improve as AI improves.\u003cp\u003eFree for now - it's capped at 20 articles per day so I don't burn cash.\u003cp\u003eA few things I (and maybe you will) find interesting:\u003cp\u003e* This is a pure convenience app. I could just as well use a saved prompt in Claude, but sometimes it's nice to have a niche-focused app. It's just cognitively easier, IMO.\u003cp\u003e* The app was built for myself and colleagues in various scientific fields. It can take an hour or more to read a detailed paper so this is like an on-ramp.\u003cp\u003e* The app is a place for me to experiment with using LLMs to translate scientific articles into software. The space is pregnant with possibilities.\u003cp\u003e* Everything in the app is the result of agentic engineering, e.g. plans, specs, tasks, execution loops. I swear by Beads (\u003ca href=\"https://github.com/steveyegge/beads\" rel=\"nofollow\"\u003ehttps://github.com/steveyegge/beads\u003c/a\u003e) by Yegge and also make heavy use of Beads Viewer (\u003ca href=\"https://news.ycombinator.com/item?id=46314423\"\u003ehttps://news.ycombinator.com/item?id=46314423\u003c/a\u003e) and Destructive Command Guard (\u003ca href=\"https://news.ycombinator.com/item?id=46835674\"\u003ehttps://news.ycombinator.com/item?id=46835674\u003c/a\u003e) by Jeffrey Emanuel.\u003cp\u003e* I'm an AWS fan and have been impressed by Opus' ability to write good CFN. It still needs a bunch of guidance around distributed architecture but way better than last year.\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195123\"\u003ehttps://news.ycombinator.com/item?id=47195123\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 242\u003c/p\u003e\n\u003cp\u003e# Comments: 107\u003c/p\u003e\n",
"link": "https://nowigetit.us",
"published": "2026-02-28T13:29:36Z",
"title": "Show HN: Now I Get It – Translate scientific papers into interactive webpages"
},
{
"author": "mksglu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mksg.lu/blog/context-mode\"\u003ehttps://mksg.lu/blog/context-mode\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47193064\"\u003ehttps://news.ycombinator.com/item?id=47193064\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 407\u003c/p\u003e\n\u003cp\u003e# Comments: 82\u003c/p\u003e\n",
"link": "https://mksg.lu/blog/context-mode",
"published": "2026-02-28T10:01:20Z",
"title": "MCP server that reduces Claude Code context consumption by 98%"
},
{
"author": "asontha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\"\u003ehttps://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47183907\"\u003ehttps://news.ycombinator.com/item?id=47183907\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 0\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae",
"published": "2026-02-27T18:37:53Z",
"title": "Kyber (YC W23) Is Hiring an Enterprise Account Executive"
}
]
[
{
"_branch": "fail",
"author": "joelsiks",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\"\u003ehttps://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205129\"\u003ehttps://news.ycombinator.com/item?id=47205129\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 21\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/",
"published": "2026-03-01T09:27:34Z",
"title": "Why is the first C++ (m)allocation always 72 KB?"
},
{
"_branch": "fail",
"author": "kuberwastaken",
"description": "\n\u003cp\u003ePosted about this last year, since then learned a lot, changed a lot and can still say it's the best Terminal-Style Portfolio Website on The Internet\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205127\"\u003ehttps://news.ycombinator.com/item?id=47205127\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 11\u003c/p\u003e\n\u003cp\u003e# Comments: 5\u003c/p\u003e\n",
"link": "https://kuber.studio/",
"published": "2026-03-01T09:26:59Z",
"title": "Show HN: Terminal-Style Portfolio on the Internet"
},
{
"_branch": "fail",
"author": "adlrocha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\"\u003ehttps://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205009\"\u003ehttps://news.ycombinator.com/item?id=47205009\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 12\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity",
"published": "2026-03-01T09:04:19Z",
"title": "Intelligence is a commodity. Context is the real AI Moat"
},
{
"_branch": "fail",
"author": "mschnell",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mlu-explain.github.io/decision-tree/\"\u003ehttps://mlu-explain.github.io/decision-tree/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204964\"\u003ehttps://news.ycombinator.com/item?id=47204964\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 58\u003c/p\u003e\n\u003cp\u003e# Comments: 2\u003c/p\u003e\n",
"link": "https://mlu-explain.github.io/decision-tree/",
"published": "2026-03-01T08:55:52Z",
"title": "Decision trees – the unreasonable power of nested decision rules"
},
{
"_branch": "pass",
"author": "doener",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://claude.com/import-memory\"\u003ehttps://claude.com/import-memory\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204571\"\u003ehttps://news.ycombinator.com/item?id=47204571\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 139\u003c/p\u003e\n\u003cp\u003e# Comments: 93\u003c/p\u003e\n",
"link": "https://claude.com/import-memory",
"published": "2026-03-01T07:36:52Z",
"title": "Switch to Claude without starting over"
},
{
"_branch": "fail",
"author": "vismit2000",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://modernaicourse.org\"\u003ehttps://modernaicourse.org\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204559\"\u003ehttps://news.ycombinator.com/item?id=47204559\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 55\u003c/p\u003e\n\u003cp\u003e# Comments: 12\u003c/p\u003e\n",
"link": "https://modernaicourse.org",
"published": "2026-03-01T07:35:03Z",
"title": "10-202: Introduction to Modern AI (CMU)"
},
{
"_branch": "fail",
"author": "vinhnx",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/10.1145/3624725\"\u003ehttps://dl.acm.org/doi/10.1145/3624725\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202864\"\u003ehttps://news.ycombinator.com/item?id=47202864\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 34\u003c/p\u003e\n\u003cp\u003e# Comments: 14\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/10.1145/3624725",
"published": "2026-03-01T02:09:41Z",
"title": "The Science of Detecting LLM-Generated Text"
},
{
"_branch": "pass",
"author": "tambourine_man",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
},
{
"_branch": "pass",
"author": "ksec",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/fullHtml/10.1145/238386.238611\"\u003ehttps://dl.acm.org/doi/fullHtml/10.1145/238386.238611\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200904\"\u003ehttps://news.ycombinator.com/item?id=47200904\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 180\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/fullHtml/10.1145/238386.238611",
"published": "2026-02-28T22:19:36Z",
"title": "The Windows 95 user interface: A case study in usability engineering (1996)"
},
{
"_branch": "pass",
"author": "andsoitis",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\"\u003ehttps://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200879\"\u003ehttps://news.ycombinator.com/item?id=47200879\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 371\u003c/p\u003e\n",
"link": "https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed",
"published": "2026-02-28T22:16:08Z",
"title": "Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule"
},
{
"_branch": "pass",
"author": "golfer",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://twitter.com/OpenAI/status/2027846016423321831\"\u003ehttps://twitter.com/OpenAI/status/2027846016423321831\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200420\"\u003ehttps://news.ycombinator.com/item?id=47200420\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 562\u003c/p\u003e\n\u003cp\u003e# Comments: 270\u003c/p\u003e\n",
"link": "https://twitter.com/OpenAI/status/2027846016423321831",
"published": "2026-02-28T21:24:16Z",
"title": "We do not think Anthropic should be designated as a supply chain risk"
},
{
"_branch": "pass",
"author": "surprisetalk",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://openai.com/index/our-agreement-with-the-department-of-war\"\u003ehttps://openai.com/index/our-agreement-with-the-department-of-war\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199948\"\u003ehttps://news.ycombinator.com/item?id=47199948\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 309\u003c/p\u003e\n\u003cp\u003e# Comments: 220\u003c/p\u003e\n",
"link": "https://openai.com/index/our-agreement-with-the-department-of-war",
"published": "2026-02-28T20:35:29Z",
"title": "Our Agreement with the Department of War"
},
{
"_branch": "pass",
"author": "lostmsu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\"\u003ehttps://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199781\"\u003ehttps://news.ycombinator.com/item?id=47199781\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 377\u003c/p\u003e\n\u003cp\u003e# Comments: 209\u003c/p\u003e\n",
"link": "https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance",
"published": "2026-02-28T20:20:00Z",
"title": "Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers"
},
{
"_branch": "pass",
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\"\u003ehttps://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47198977\"\u003ehttps://news.ycombinator.com/item?id=47198977\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 241\u003c/p\u003e\n\u003cp\u003e# Comments: 113\u003c/p\u003e\n",
"link": "https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/",
"published": "2026-02-28T19:04:01Z",
"title": "Block the “Upgrade to Tahoe” Alerts"
},
{
"_branch": "pass",
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\"\u003ehttps://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197595\"\u003ehttps://news.ycombinator.com/item?id=47197595\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 190\u003c/p\u003e\n\u003cp\u003e# Comments: 100\u003c/p\u003e\n",
"link": "https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00",
"published": "2026-02-28T16:58:54Z",
"title": "Verified Spec-Driven Development (VSDD)"
},
{
"_branch": "pass",
"author": "adilmoujahid",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://help.obsidian.md/sync/headless\"\u003ehttps://help.obsidian.md/sync/headless\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197267\"\u003ehttps://news.ycombinator.com/item?id=47197267\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 482\u003c/p\u003e\n\u003cp\u003e# Comments: 167\u003c/p\u003e\n",
"link": "https://help.obsidian.md/sync/headless",
"published": "2026-02-28T16:31:53Z",
"title": "Obsidian Sync now has a headless client"
},
{
"_branch": "pass",
"author": "RyanShook",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://github.com/google-gemini/gemini-cli/discussions/20632\"\u003ehttps://github.com/google-gemini/gemini-cli/discussions/20632\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195371\"\u003ehttps://news.ycombinator.com/item?id=47195371\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 237\u003c/p\u003e\n\u003cp\u003e# Comments: 195\u003c/p\u003e\n",
"link": "https://github.com/google-gemini/gemini-cli/discussions/20632",
"published": "2026-02-28T13:50:13Z",
"title": "Addressing Antigravity Bans and Reinstating Access"
},
{
"_branch": "pass",
"author": "jbdamask",
"description": "\n\u003cp\u003eUnderstanding scientific articles can be tough, even in your own field. Trying to comprehend articles from others? Good luck.\u003cp\u003eEnter, Now I Get It!\u003cp\u003eI made this app for curious people. Simply upload an article and after a few minutes you'll have an interactive web page showcasing the highlights. Generated pages are stored in the cloud and can be viewed from a gallery.\u003cp\u003eNow I Get It! uses the best LLMs out there, which means the app will improve as AI improves.\u003cp\u003eFree for now - it's capped at 20 articles per day so I don't burn cash.\u003cp\u003eA few things I (and maybe you will) find interesting:\u003cp\u003e* This is a pure convenience app. I could just as well use a saved prompt in Claude, but sometimes it's nice to have a niche-focused app. It's just cognitively easier, IMO.\u003cp\u003e* The app was built for myself and colleagues in various scientific fields. It can take an hour or more to read a detailed paper so this is like an on-ramp.\u003cp\u003e* The app is a place for me to experiment with using LLMs to translate scientific articles into software. The space is pregnant with possibilities.\u003cp\u003e* Everything in the app is the result of agentic engineering, e.g. plans, specs, tasks, execution loops. I swear by Beads (\u003ca href=\"https://github.com/steveyegge/beads\" rel=\"nofollow\"\u003ehttps://github.com/steveyegge/beads\u003c/a\u003e) by Yegge and also make heavy use of Beads Viewer (\u003ca href=\"https://news.ycombinator.com/item?id=46314423\"\u003ehttps://news.ycombinator.com/item?id=46314423\u003c/a\u003e) and Destructive Command Guard (\u003ca href=\"https://news.ycombinator.com/item?id=46835674\"\u003ehttps://news.ycombinator.com/item?id=46835674\u003c/a\u003e) by Jeffrey Emanuel.\u003cp\u003e* I'm an AWS fan and have been impressed by Opus' ability to write good CFN. It still needs a bunch of guidance around distributed architecture but way better than last year.\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195123\"\u003ehttps://news.ycombinator.com/item?id=47195123\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 242\u003c/p\u003e\n\u003cp\u003e# Comments: 107\u003c/p\u003e\n",
"link": "https://nowigetit.us",
"published": "2026-02-28T13:29:36Z",
"title": "Show HN: Now I Get It – Translate scientific papers into interactive webpages"
},
{
"_branch": "pass",
"author": "mksglu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mksg.lu/blog/context-mode\"\u003ehttps://mksg.lu/blog/context-mode\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47193064\"\u003ehttps://news.ycombinator.com/item?id=47193064\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 407\u003c/p\u003e\n\u003cp\u003e# Comments: 82\u003c/p\u003e\n",
"link": "https://mksg.lu/blog/context-mode",
"published": "2026-02-28T10:01:20Z",
"title": "MCP server that reduces Claude Code context consumption by 98%"
},
{
"_branch": "fail",
"author": "asontha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\"\u003ehttps://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47183907\"\u003ehttps://news.ycombinator.com/item?id=47183907\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 0\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae",
"published": "2026-02-27T18:37:53Z",
"title": "Kyber (YC W23) Is Hiring an Enterprise Account Executive"
}
]
[
{
"author": "joelsiks",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\"\u003ehttps://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205129\"\u003ehttps://news.ycombinator.com/item?id=47205129\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 21\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/",
"published": "2026-03-01T09:27:34Z",
"title": "Why is the first C++ (m)allocation always 72 KB?"
},
{
"author": "kuberwastaken",
"description": "\n\u003cp\u003ePosted about this last year, since then learned a lot, changed a lot and can still say it's the best Terminal-Style Portfolio Website on The Internet\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205127\"\u003ehttps://news.ycombinator.com/item?id=47205127\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 11\u003c/p\u003e\n\u003cp\u003e# Comments: 5\u003c/p\u003e\n",
"link": "https://kuber.studio/",
"published": "2026-03-01T09:26:59Z",
"title": "Show HN: Terminal-Style Portfolio on the Internet"
},
{
"author": "adlrocha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\"\u003ehttps://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205009\"\u003ehttps://news.ycombinator.com/item?id=47205009\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 12\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity",
"published": "2026-03-01T09:04:19Z",
"title": "Intelligence is a commodity. Context is the real AI Moat"
},
{
"author": "mschnell",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mlu-explain.github.io/decision-tree/\"\u003ehttps://mlu-explain.github.io/decision-tree/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204964\"\u003ehttps://news.ycombinator.com/item?id=47204964\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 58\u003c/p\u003e\n\u003cp\u003e# Comments: 2\u003c/p\u003e\n",
"link": "https://mlu-explain.github.io/decision-tree/",
"published": "2026-03-01T08:55:52Z",
"title": "Decision trees – the unreasonable power of nested decision rules"
},
{
"author": "doener",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://claude.com/import-memory\"\u003ehttps://claude.com/import-memory\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204571\"\u003ehttps://news.ycombinator.com/item?id=47204571\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 139\u003c/p\u003e\n\u003cp\u003e# Comments: 93\u003c/p\u003e\n",
"link": "https://claude.com/import-memory",
"published": "2026-03-01T07:36:52Z",
"title": "Switch to Claude without starting over"
},
{
"author": "vismit2000",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://modernaicourse.org\"\u003ehttps://modernaicourse.org\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204559\"\u003ehttps://news.ycombinator.com/item?id=47204559\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 55\u003c/p\u003e\n\u003cp\u003e# Comments: 12\u003c/p\u003e\n",
"link": "https://modernaicourse.org",
"published": "2026-03-01T07:35:03Z",
"title": "10-202: Introduction to Modern AI (CMU)"
},
{
"author": "vinhnx",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/10.1145/3624725\"\u003ehttps://dl.acm.org/doi/10.1145/3624725\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202864\"\u003ehttps://news.ycombinator.com/item?id=47202864\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 34\u003c/p\u003e\n\u003cp\u003e# Comments: 14\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/10.1145/3624725",
"published": "2026-03-01T02:09:41Z",
"title": "The Science of Detecting LLM-Generated Text"
},
{
"author": "tambourine_man",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
},
{
"author": "ksec",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/fullHtml/10.1145/238386.238611\"\u003ehttps://dl.acm.org/doi/fullHtml/10.1145/238386.238611\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200904\"\u003ehttps://news.ycombinator.com/item?id=47200904\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 180\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/fullHtml/10.1145/238386.238611",
"published": "2026-02-28T22:19:36Z",
"title": "The Windows 95 user interface: A case study in usability engineering (1996)"
},
{
"author": "andsoitis",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\"\u003ehttps://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200879\"\u003ehttps://news.ycombinator.com/item?id=47200879\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 371\u003c/p\u003e\n",
"link": "https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed",
"published": "2026-02-28T22:16:08Z",
"title": "Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule"
},
{
"author": "golfer",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://twitter.com/OpenAI/status/2027846016423321831\"\u003ehttps://twitter.com/OpenAI/status/2027846016423321831\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200420\"\u003ehttps://news.ycombinator.com/item?id=47200420\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 562\u003c/p\u003e\n\u003cp\u003e# Comments: 270\u003c/p\u003e\n",
"link": "https://twitter.com/OpenAI/status/2027846016423321831",
"published": "2026-02-28T21:24:16Z",
"title": "We do not think Anthropic should be designated as a supply chain risk"
},
{
"author": "surprisetalk",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://openai.com/index/our-agreement-with-the-department-of-war\"\u003ehttps://openai.com/index/our-agreement-with-the-department-of-war\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199948\"\u003ehttps://news.ycombinator.com/item?id=47199948\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 309\u003c/p\u003e\n\u003cp\u003e# Comments: 220\u003c/p\u003e\n",
"link": "https://openai.com/index/our-agreement-with-the-department-of-war",
"published": "2026-02-28T20:35:29Z",
"title": "Our Agreement with the Department of War"
},
{
"author": "lostmsu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\"\u003ehttps://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199781\"\u003ehttps://news.ycombinator.com/item?id=47199781\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 377\u003c/p\u003e\n\u003cp\u003e# Comments: 209\u003c/p\u003e\n",
"link": "https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance",
"published": "2026-02-28T20:20:00Z",
"title": "Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers"
},
{
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\"\u003ehttps://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47198977\"\u003ehttps://news.ycombinator.com/item?id=47198977\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 241\u003c/p\u003e\n\u003cp\u003e# Comments: 113\u003c/p\u003e\n",
"link": "https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/",
"published": "2026-02-28T19:04:01Z",
"title": "Block the “Upgrade to Tahoe” Alerts"
},
{
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\"\u003ehttps://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197595\"\u003ehttps://news.ycombinator.com/item?id=47197595\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 190\u003c/p\u003e\n\u003cp\u003e# Comments: 100\u003c/p\u003e\n",
"link": "https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00",
"published": "2026-02-28T16:58:54Z",
"title": "Verified Spec-Driven Development (VSDD)"
},
{
"author": "adilmoujahid",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://help.obsidian.md/sync/headless\"\u003ehttps://help.obsidian.md/sync/headless\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197267\"\u003ehttps://news.ycombinator.com/item?id=47197267\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 482\u003c/p\u003e\n\u003cp\u003e# Comments: 167\u003c/p\u003e\n",
"link": "https://help.obsidian.md/sync/headless",
"published": "2026-02-28T16:31:53Z",
"title": "Obsidian Sync now has a headless client"
},
{
"author": "RyanShook",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://github.com/google-gemini/gemini-cli/discussions/20632\"\u003ehttps://github.com/google-gemini/gemini-cli/discussions/20632\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195371\"\u003ehttps://news.ycombinator.com/item?id=47195371\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 237\u003c/p\u003e\n\u003cp\u003e# Comments: 195\u003c/p\u003e\n",
"link": "https://github.com/google-gemini/gemini-cli/discussions/20632",
"published": "2026-02-28T13:50:13Z",
"title": "Addressing Antigravity Bans and Reinstating Access"
},
{
"author": "jbdamask",
"description": "\n\u003cp\u003eUnderstanding scientific articles can be tough, even in your own field. Trying to comprehend articles from others? Good luck.\u003cp\u003eEnter, Now I Get It!\u003cp\u003eI made this app for curious people. Simply upload an article and after a few minutes you'll have an interactive web page showcasing the highlights. Generated pages are stored in the cloud and can be viewed from a gallery.\u003cp\u003eNow I Get It! uses the best LLMs out there, which means the app will improve as AI improves.\u003cp\u003eFree for now - it's capped at 20 articles per day so I don't burn cash.\u003cp\u003eA few things I (and maybe you will) find interesting:\u003cp\u003e* This is a pure convenience app. I could just as well use a saved prompt in Claude, but sometimes it's nice to have a niche-focused app. It's just cognitively easier, IMO.\u003cp\u003e* The app was built for myself and colleagues in various scientific fields. It can take an hour or more to read a detailed paper so this is like an on-ramp.\u003cp\u003e* The app is a place for me to experiment with using LLMs to translate scientific articles into software. The space is pregnant with possibilities.\u003cp\u003e* Everything in the app is the result of agentic engineering, e.g. plans, specs, tasks, execution loops. I swear by Beads (\u003ca href=\"https://github.com/steveyegge/beads\" rel=\"nofollow\"\u003ehttps://github.com/steveyegge/beads\u003c/a\u003e) by Yegge and also make heavy use of Beads Viewer (\u003ca href=\"https://news.ycombinator.com/item?id=46314423\"\u003ehttps://news.ycombinator.com/item?id=46314423\u003c/a\u003e) and Destructive Command Guard (\u003ca href=\"https://news.ycombinator.com/item?id=46835674\"\u003ehttps://news.ycombinator.com/item?id=46835674\u003c/a\u003e) by Jeffrey Emanuel.\u003cp\u003e* I'm an AWS fan and have been impressed by Opus' ability to write good CFN. It still needs a bunch of guidance around distributed architecture but way better than last year.\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195123\"\u003ehttps://news.ycombinator.com/item?id=47195123\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 242\u003c/p\u003e\n\u003cp\u003e# Comments: 107\u003c/p\u003e\n",
"link": "https://nowigetit.us",
"published": "2026-02-28T13:29:36Z",
"title": "Show HN: Now I Get It – Translate scientific papers into interactive webpages"
},
{
"author": "mksglu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mksg.lu/blog/context-mode\"\u003ehttps://mksg.lu/blog/context-mode\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47193064\"\u003ehttps://news.ycombinator.com/item?id=47193064\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 407\u003c/p\u003e\n\u003cp\u003e# Comments: 82\u003c/p\u003e\n",
"link": "https://mksg.lu/blog/context-mode",
"published": "2026-02-28T10:01:20Z",
"title": "MCP server that reduces Claude Code context consumption by 98%"
},
{
"author": "asontha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\"\u003ehttps://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47183907\"\u003ehttps://news.ycombinator.com/item?id=47183907\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 0\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae",
"published": "2026-02-27T18:37:53Z",
"title": "Kyber (YC W23) Is Hiring an Enterprise Account Executive"
}
]
[
{
"_branch": "fail",
"author": "joelsiks",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\"\u003ehttps://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205129\"\u003ehttps://news.ycombinator.com/item?id=47205129\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 21\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/",
"published": "2026-03-01T09:27:34Z",
"title": "Why is the first C++ (m)allocation always 72 KB?"
},
{
"_branch": "fail",
"author": "kuberwastaken",
"description": "\n\u003cp\u003ePosted about this last year, since then learned a lot, changed a lot and can still say it's the best Terminal-Style Portfolio Website on The Internet\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205127\"\u003ehttps://news.ycombinator.com/item?id=47205127\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 11\u003c/p\u003e\n\u003cp\u003e# Comments: 5\u003c/p\u003e\n",
"link": "https://kuber.studio/",
"published": "2026-03-01T09:26:59Z",
"title": "Show HN: Terminal-Style Portfolio on the Internet"
},
{
"_branch": "fail",
"author": "adlrocha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\"\u003ehttps://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205009\"\u003ehttps://news.ycombinator.com/item?id=47205009\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 12\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity",
"published": "2026-03-01T09:04:19Z",
"title": "Intelligence is a commodity. Context is the real AI Moat"
},
{
"_branch": "fail",
"author": "mschnell",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mlu-explain.github.io/decision-tree/\"\u003ehttps://mlu-explain.github.io/decision-tree/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204964\"\u003ehttps://news.ycombinator.com/item?id=47204964\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 58\u003c/p\u003e\n\u003cp\u003e# Comments: 2\u003c/p\u003e\n",
"link": "https://mlu-explain.github.io/decision-tree/",
"published": "2026-03-01T08:55:52Z",
"title": "Decision trees – the unreasonable power of nested decision rules"
},
{
"_branch": "fail",
"author": "doener",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://claude.com/import-memory\"\u003ehttps://claude.com/import-memory\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204571\"\u003ehttps://news.ycombinator.com/item?id=47204571\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 139\u003c/p\u003e\n\u003cp\u003e# Comments: 93\u003c/p\u003e\n",
"link": "https://claude.com/import-memory",
"published": "2026-03-01T07:36:52Z",
"title": "Switch to Claude without starting over"
},
{
"_branch": "fail",
"author": "vismit2000",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://modernaicourse.org\"\u003ehttps://modernaicourse.org\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204559\"\u003ehttps://news.ycombinator.com/item?id=47204559\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 55\u003c/p\u003e\n\u003cp\u003e# Comments: 12\u003c/p\u003e\n",
"link": "https://modernaicourse.org",
"published": "2026-03-01T07:35:03Z",
"title": "10-202: Introduction to Modern AI (CMU)"
},
{
"_branch": "fail",
"author": "vinhnx",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/10.1145/3624725\"\u003ehttps://dl.acm.org/doi/10.1145/3624725\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202864\"\u003ehttps://news.ycombinator.com/item?id=47202864\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 34\u003c/p\u003e\n\u003cp\u003e# Comments: 14\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/10.1145/3624725",
"published": "2026-03-01T02:09:41Z",
"title": "The Science of Detecting LLM-Generated Text"
},
{
"_branch": "pass",
"author": "tambourine_man",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
},
{
"_branch": "fail",
"author": "ksec",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/fullHtml/10.1145/238386.238611\"\u003ehttps://dl.acm.org/doi/fullHtml/10.1145/238386.238611\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200904\"\u003ehttps://news.ycombinator.com/item?id=47200904\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 180\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/fullHtml/10.1145/238386.238611",
"published": "2026-02-28T22:19:36Z",
"title": "The Windows 95 user interface: A case study in usability engineering (1996)"
},
{
"_branch": "fail",
"author": "andsoitis",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\"\u003ehttps://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200879\"\u003ehttps://news.ycombinator.com/item?id=47200879\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 371\u003c/p\u003e\n",
"link": "https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed",
"published": "2026-02-28T22:16:08Z",
"title": "Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule"
},
{
"_branch": "fail",
"author": "golfer",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://twitter.com/OpenAI/status/2027846016423321831\"\u003ehttps://twitter.com/OpenAI/status/2027846016423321831\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200420\"\u003ehttps://news.ycombinator.com/item?id=47200420\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 562\u003c/p\u003e\n\u003cp\u003e# Comments: 270\u003c/p\u003e\n",
"link": "https://twitter.com/OpenAI/status/2027846016423321831",
"published": "2026-02-28T21:24:16Z",
"title": "We do not think Anthropic should be designated as a supply chain risk"
},
{
"_branch": "fail",
"author": "surprisetalk",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://openai.com/index/our-agreement-with-the-department-of-war\"\u003ehttps://openai.com/index/our-agreement-with-the-department-of-war\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199948\"\u003ehttps://news.ycombinator.com/item?id=47199948\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 309\u003c/p\u003e\n\u003cp\u003e# Comments: 220\u003c/p\u003e\n",
"link": "https://openai.com/index/our-agreement-with-the-department-of-war",
"published": "2026-02-28T20:35:29Z",
"title": "Our Agreement with the Department of War"
},
{
"_branch": "fail",
"author": "lostmsu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\"\u003ehttps://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199781\"\u003ehttps://news.ycombinator.com/item?id=47199781\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 377\u003c/p\u003e\n\u003cp\u003e# Comments: 209\u003c/p\u003e\n",
"link": "https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance",
"published": "2026-02-28T20:20:00Z",
"title": "Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers"
},
{
"_branch": "fail",
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\"\u003ehttps://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47198977\"\u003ehttps://news.ycombinator.com/item?id=47198977\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 241\u003c/p\u003e\n\u003cp\u003e# Comments: 113\u003c/p\u003e\n",
"link": "https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/",
"published": "2026-02-28T19:04:01Z",
"title": "Block the “Upgrade to Tahoe” Alerts"
},
{
"_branch": "fail",
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\"\u003ehttps://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197595\"\u003ehttps://news.ycombinator.com/item?id=47197595\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 190\u003c/p\u003e\n\u003cp\u003e# Comments: 100\u003c/p\u003e\n",
"link": "https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00",
"published": "2026-02-28T16:58:54Z",
"title": "Verified Spec-Driven Development (VSDD)"
},
{
"_branch": "fail",
"author": "adilmoujahid",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://help.obsidian.md/sync/headless\"\u003ehttps://help.obsidian.md/sync/headless\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197267\"\u003ehttps://news.ycombinator.com/item?id=47197267\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 482\u003c/p\u003e\n\u003cp\u003e# Comments: 167\u003c/p\u003e\n",
"link": "https://help.obsidian.md/sync/headless",
"published": "2026-02-28T16:31:53Z",
"title": "Obsidian Sync now has a headless client"
},
{
"_branch": "fail",
"author": "RyanShook",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://github.com/google-gemini/gemini-cli/discussions/20632\"\u003ehttps://github.com/google-gemini/gemini-cli/discussions/20632\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195371\"\u003ehttps://news.ycombinator.com/item?id=47195371\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 237\u003c/p\u003e\n\u003cp\u003e# Comments: 195\u003c/p\u003e\n",
"link": "https://github.com/google-gemini/gemini-cli/discussions/20632",
"published": "2026-02-28T13:50:13Z",
"title": "Addressing Antigravity Bans and Reinstating Access"
},
{
"_branch": "fail",
"author": "jbdamask",
"description": "\n\u003cp\u003eUnderstanding scientific articles can be tough, even in your own field. Trying to comprehend articles from others? Good luck.\u003cp\u003eEnter, Now I Get It!\u003cp\u003eI made this app for curious people. Simply upload an article and after a few minutes you'll have an interactive web page showcasing the highlights. Generated pages are stored in the cloud and can be viewed from a gallery.\u003cp\u003eNow I Get It! uses the best LLMs out there, which means the app will improve as AI improves.\u003cp\u003eFree for now - it's capped at 20 articles per day so I don't burn cash.\u003cp\u003eA few things I (and maybe you will) find interesting:\u003cp\u003e* This is a pure convenience app. I could just as well use a saved prompt in Claude, but sometimes it's nice to have a niche-focused app. It's just cognitively easier, IMO.\u003cp\u003e* The app was built for myself and colleagues in various scientific fields. It can take an hour or more to read a detailed paper so this is like an on-ramp.\u003cp\u003e* The app is a place for me to experiment with using LLMs to translate scientific articles into software. The space is pregnant with possibilities.\u003cp\u003e* Everything in the app is the result of agentic engineering, e.g. plans, specs, tasks, execution loops. I swear by Beads (\u003ca href=\"https://github.com/steveyegge/beads\" rel=\"nofollow\"\u003ehttps://github.com/steveyegge/beads\u003c/a\u003e) by Yegge and also make heavy use of Beads Viewer (\u003ca href=\"https://news.ycombinator.com/item?id=46314423\"\u003ehttps://news.ycombinator.com/item?id=46314423\u003c/a\u003e) and Destructive Command Guard (\u003ca href=\"https://news.ycombinator.com/item?id=46835674\"\u003ehttps://news.ycombinator.com/item?id=46835674\u003c/a\u003e) by Jeffrey Emanuel.\u003cp\u003e* I'm an AWS fan and have been impressed by Opus' ability to write good CFN. It still needs a bunch of guidance around distributed architecture but way better than last year.\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195123\"\u003ehttps://news.ycombinator.com/item?id=47195123\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 242\u003c/p\u003e\n\u003cp\u003e# Comments: 107\u003c/p\u003e\n",
"link": "https://nowigetit.us",
"published": "2026-02-28T13:29:36Z",
"title": "Show HN: Now I Get It – Translate scientific papers into interactive webpages"
},
{
"_branch": "fail",
"author": "mksglu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mksg.lu/blog/context-mode\"\u003ehttps://mksg.lu/blog/context-mode\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47193064\"\u003ehttps://news.ycombinator.com/item?id=47193064\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 407\u003c/p\u003e\n\u003cp\u003e# Comments: 82\u003c/p\u003e\n",
"link": "https://mksg.lu/blog/context-mode",
"published": "2026-02-28T10:01:20Z",
"title": "MCP server that reduces Claude Code context consumption by 98%"
},
{
"_branch": "fail",
"author": "asontha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\"\u003ehttps://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47183907\"\u003ehttps://news.ycombinator.com/item?id=47183907\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 0\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae",
"published": "2026-02-27T18:37:53Z",
"title": "Kyber (YC W23) Is Hiring an Enterprise Account Executive"
}
]
[
{
"_branch": "pass",
"author": "tambourine_man",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
}
]
[
{
"_branch": "pass",
"author": "tambourine_man",
"content": "This is a brief guide to my new art project microgpt, a single file of 200 lines of pure Python with no dependencies that trains and inferences a GPT. This file contains the full algorithmic content of what is needed: dataset of documents, tokenizer, autograd engine, a GPT-2-like neural network architecture, the Adam optimizer, training loop, and inference loop. Everything else is just efficiency. I cannot simplify this any further. This script is the culmination of multiple projects (micrograd, makemore, nanogpt, etc.) and a decade-long obsession to simplify LLMs to their bare essentials, and I think it is beautiful 🥹. It even breaks perfectly across 3 columns:\n\n\n \n\n\nWhere to find it:\n\n\n This GitHub gist has the full source code: microgpt.py\n It’s also available on this web page: https://karpathy.ai/microgpt.html\n Also available as a Google Colab notebook\n\n\nThe following is my guide on stepping an interested reader through the code.\n\nDataset\n\nThe fuel of large language models is a stream of text data, optionally separated into a set of documents. In production-grade applications, each document would be an internet web page but for microgpt we use a simpler example of 32,000 names, one per line:\n\n# Let there be an input dataset `docs`: list[str] of documents (e.g. a dataset of names)\nif not os.path.exists('input.txt'):\n import urllib.request\n names_url = 'https://raw.githubusercontent.com/karpathy/makemore/refs/heads/master/names.txt'\n urllib.request.urlretrieve(names_url, 'input.txt')\ndocs = [l.strip() for l in open('input.txt').read().strip().split('\\n') if l.strip()] # list[str] of documents\nrandom.shuffle(docs)\nprint(f\"num docs: {len(docs)}\")\n\n\nThe dataset looks like this. Each name is a document:\n\nemma\nolivia\nava\nisabella\nsophia\ncharlotte\nmia\namelia\nharper\n... (~32,000 names follow)\n\n\nThe goal of the model is to learn the patterns in the data and then generate similar new documents that share the statistical patterns within. As a preview, by the end of the script our model will generate (“hallucinate”!) new, plausible-sounding names. Skipping ahead, we’ll get:\n\nsample 1: kamon\nsample 2: ann\nsample 3: karai\nsample 4: jaire\nsample 5: vialan\nsample 6: karia\nsample 7: yeran\nsample 8: anna\nsample 9: areli\nsample 10: kaina\nsample 11: konna\nsample 12: keylen\nsample 13: liole\nsample 14: alerin\nsample 15: earan\nsample 16: lenne\nsample 17: kana\nsample 18: lara\nsample 19: alela\nsample 20: anton\n\n\nIt doesn’t look like much, but from the perspective of a model like ChatGPT, your conversation with it is just a funny looking “document”. When you initialize the document with your prompt, the model’s response from its perspective is just a statistical document completion.\n\nTokenizer\n\nUnder the hood, neural networks work with numbers, not characters, so we need a way to convert text into a sequence of integer token ids and back. Production tokenizers like tiktoken (used by GPT-4) operate on chunks of characters for efficiency, but the simplest possible tokenizer just assigns one integer to each unique character in the dataset:\n\n# Let there be a Tokenizer to translate strings to discrete symbols and back\nuchars = sorted(set(''.join(docs))) # unique characters in the dataset become token ids 0..n-1\nBOS = len(uchars) # token id for the special Beginning of Sequence (BOS) token\nvocab_size = len(uchars) + 1 # total number of unique tokens, +1 is for BOS\nprint(f\"vocab size: {vocab_size}\")\n\n\nIn the code above, we collect all unique characters across the dataset (which are just all the lowercase letters a-z), sort them, and each letter gets an id by its index. Note that the integer values themselves have no meaning at all; each token is just a separate discrete symbol. Instead of 0, 1, 2 they might as well be different emoji. In addition, we create one more special token called BOS (Beginning of Sequence), which acts as a delimiter: it tells the model “a new document starts/ends here”. Later during training, each document gets wrapped with BOS on both sides: [BOS, e, m, m, a, BOS]. The model learns that BOS initates a new name, and that another BOS ends it. Therefore, we have a final vocavulary of 27 (26 possible lowercase characters a-z and +1 for the BOS token).\n\nAutograd\n\nTraining a neural network requires gradients: for each parameter in the model, we need to know “if I nudge this number up a little, does the loss go up or down, and by how much?”. The computation graph has many inputs (the model parameters and the input tokens) but funnels down to a single scalar output: the loss (we’ll define exactly what the loss is below). Backpropagation starts at that single output and works backwards through the graph, computing the gradient of the loss with respect to every input. It relies on the chain rule from calculus. In production, libraries like PyTorch handle this automatically. Here, we implement it from scratch in a single class called Value:\n\nclass Value:\n __slots__ = ('data', 'grad', '_children', '_local_grads')\n\n def __init__(self, data, children=(), local_grads=()):\n self.data = data # scalar value of this node calculated during forward pass\n self.grad = 0 # derivative of the loss w.r.t. this node, calculated in backward pass\n self._children = children # children of this node in the computation graph\n self._local_grads = local_grads # local derivative of this node w.r.t. its children\n\n def __add__(self, other):\n other = other if isinstance(other, Value) else Value(other)\n return Value(self.data + other.data, (self, other), (1, 1))\n\n def __mul__(self, other):\n other = other if isinstance(other, Value) else Value(other)\n return Value(self.data * other.data, (self, other), (other.data, self.data))\n\n def __pow__(self, other): return Value(self.data**other, (self,), (other * self.data**(other-1),))\n def log(self): return Value(math.log(self.dat",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"http_status": 200,
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
}
]
[
{
"_branch": "fail",
"author": "joelsiks",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\"\u003ehttps://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205129\"\u003ehttps://news.ycombinator.com/item?id=47205129\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 21\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/",
"published": "2026-03-01T09:27:34Z",
"title": "Why is the first C++ (m)allocation always 72 KB?"
},
{
"_branch": "fail",
"author": "kuberwastaken",
"description": "\n\u003cp\u003ePosted about this last year, since then learned a lot, changed a lot and can still say it's the best Terminal-Style Portfolio Website on The Internet\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205127\"\u003ehttps://news.ycombinator.com/item?id=47205127\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 11\u003c/p\u003e\n\u003cp\u003e# Comments: 5\u003c/p\u003e\n",
"link": "https://kuber.studio/",
"published": "2026-03-01T09:26:59Z",
"title": "Show HN: Terminal-Style Portfolio on the Internet"
},
{
"_branch": "fail",
"author": "adlrocha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\"\u003ehttps://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47205009\"\u003ehttps://news.ycombinator.com/item?id=47205009\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 12\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity",
"published": "2026-03-01T09:04:19Z",
"title": "Intelligence is a commodity. Context is the real AI Moat"
},
{
"_branch": "fail",
"author": "mschnell",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mlu-explain.github.io/decision-tree/\"\u003ehttps://mlu-explain.github.io/decision-tree/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204964\"\u003ehttps://news.ycombinator.com/item?id=47204964\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 58\u003c/p\u003e\n\u003cp\u003e# Comments: 2\u003c/p\u003e\n",
"link": "https://mlu-explain.github.io/decision-tree/",
"published": "2026-03-01T08:55:52Z",
"title": "Decision trees – the unreasonable power of nested decision rules"
},
{
"_branch": "pass",
"author": "doener",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://claude.com/import-memory\"\u003ehttps://claude.com/import-memory\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204571\"\u003ehttps://news.ycombinator.com/item?id=47204571\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 139\u003c/p\u003e\n\u003cp\u003e# Comments: 93\u003c/p\u003e\n",
"link": "https://claude.com/import-memory",
"published": "2026-03-01T07:36:52Z",
"title": "Switch to Claude without starting over"
},
{
"_branch": "fail",
"author": "vismit2000",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://modernaicourse.org\"\u003ehttps://modernaicourse.org\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47204559\"\u003ehttps://news.ycombinator.com/item?id=47204559\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 55\u003c/p\u003e\n\u003cp\u003e# Comments: 12\u003c/p\u003e\n",
"link": "https://modernaicourse.org",
"published": "2026-03-01T07:35:03Z",
"title": "10-202: Introduction to Modern AI (CMU)"
},
{
"_branch": "fail",
"author": "vinhnx",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/10.1145/3624725\"\u003ehttps://dl.acm.org/doi/10.1145/3624725\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202864\"\u003ehttps://news.ycombinator.com/item?id=47202864\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 34\u003c/p\u003e\n\u003cp\u003e# Comments: 14\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/10.1145/3624725",
"published": "2026-03-01T02:09:41Z",
"title": "The Science of Detecting LLM-Generated Text"
},
{
"_branch": "pass",
"author": "tambourine_man",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
},
{
"_branch": "pass",
"author": "ksec",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://dl.acm.org/doi/fullHtml/10.1145/238386.238611\"\u003ehttps://dl.acm.org/doi/fullHtml/10.1145/238386.238611\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200904\"\u003ehttps://news.ycombinator.com/item?id=47200904\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 180\u003c/p\u003e\n",
"link": "https://dl.acm.org/doi/fullHtml/10.1145/238386.238611",
"published": "2026-02-28T22:19:36Z",
"title": "The Windows 95 user interface: A case study in usability engineering (1996)"
},
{
"_branch": "pass",
"author": "andsoitis",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\"\u003ehttps://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200879\"\u003ehttps://news.ycombinator.com/item?id=47200879\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 276\u003c/p\u003e\n\u003cp\u003e# Comments: 371\u003c/p\u003e\n",
"link": "https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed",
"published": "2026-02-28T22:16:08Z",
"title": "Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule"
},
{
"_branch": "pass",
"author": "golfer",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://twitter.com/OpenAI/status/2027846016423321831\"\u003ehttps://twitter.com/OpenAI/status/2027846016423321831\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47200420\"\u003ehttps://news.ycombinator.com/item?id=47200420\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 562\u003c/p\u003e\n\u003cp\u003e# Comments: 270\u003c/p\u003e\n",
"link": "https://twitter.com/OpenAI/status/2027846016423321831",
"published": "2026-02-28T21:24:16Z",
"title": "We do not think Anthropic should be designated as a supply chain risk"
},
{
"_branch": "pass",
"author": "surprisetalk",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://openai.com/index/our-agreement-with-the-department-of-war\"\u003ehttps://openai.com/index/our-agreement-with-the-department-of-war\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199948\"\u003ehttps://news.ycombinator.com/item?id=47199948\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 309\u003c/p\u003e\n\u003cp\u003e# Comments: 220\u003c/p\u003e\n",
"link": "https://openai.com/index/our-agreement-with-the-department-of-war",
"published": "2026-02-28T20:35:29Z",
"title": "Our Agreement with the Department of War"
},
{
"_branch": "pass",
"author": "lostmsu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\"\u003ehttps://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47199781\"\u003ehttps://news.ycombinator.com/item?id=47199781\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 377\u003c/p\u003e\n\u003cp\u003e# Comments: 209\u003c/p\u003e\n",
"link": "https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance",
"published": "2026-02-28T20:20:00Z",
"title": "Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers"
},
{
"_branch": "pass",
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\"\u003ehttps://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47198977\"\u003ehttps://news.ycombinator.com/item?id=47198977\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 241\u003c/p\u003e\n\u003cp\u003e# Comments: 113\u003c/p\u003e\n",
"link": "https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/",
"published": "2026-02-28T19:04:01Z",
"title": "Block the “Upgrade to Tahoe” Alerts"
},
{
"_branch": "pass",
"author": "todsacerdoti",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\"\u003ehttps://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197595\"\u003ehttps://news.ycombinator.com/item?id=47197595\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 190\u003c/p\u003e\n\u003cp\u003e# Comments: 100\u003c/p\u003e\n",
"link": "https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00",
"published": "2026-02-28T16:58:54Z",
"title": "Verified Spec-Driven Development (VSDD)"
},
{
"_branch": "pass",
"author": "adilmoujahid",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://help.obsidian.md/sync/headless\"\u003ehttps://help.obsidian.md/sync/headless\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47197267\"\u003ehttps://news.ycombinator.com/item?id=47197267\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 482\u003c/p\u003e\n\u003cp\u003e# Comments: 167\u003c/p\u003e\n",
"link": "https://help.obsidian.md/sync/headless",
"published": "2026-02-28T16:31:53Z",
"title": "Obsidian Sync now has a headless client"
},
{
"_branch": "pass",
"author": "RyanShook",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://github.com/google-gemini/gemini-cli/discussions/20632\"\u003ehttps://github.com/google-gemini/gemini-cli/discussions/20632\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195371\"\u003ehttps://news.ycombinator.com/item?id=47195371\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 237\u003c/p\u003e\n\u003cp\u003e# Comments: 195\u003c/p\u003e\n",
"link": "https://github.com/google-gemini/gemini-cli/discussions/20632",
"published": "2026-02-28T13:50:13Z",
"title": "Addressing Antigravity Bans and Reinstating Access"
},
{
"_branch": "pass",
"author": "jbdamask",
"description": "\n\u003cp\u003eUnderstanding scientific articles can be tough, even in your own field. Trying to comprehend articles from others? Good luck.\u003cp\u003eEnter, Now I Get It!\u003cp\u003eI made this app for curious people. Simply upload an article and after a few minutes you'll have an interactive web page showcasing the highlights. Generated pages are stored in the cloud and can be viewed from a gallery.\u003cp\u003eNow I Get It! uses the best LLMs out there, which means the app will improve as AI improves.\u003cp\u003eFree for now - it's capped at 20 articles per day so I don't burn cash.\u003cp\u003eA few things I (and maybe you will) find interesting:\u003cp\u003e* This is a pure convenience app. I could just as well use a saved prompt in Claude, but sometimes it's nice to have a niche-focused app. It's just cognitively easier, IMO.\u003cp\u003e* The app was built for myself and colleagues in various scientific fields. It can take an hour or more to read a detailed paper so this is like an on-ramp.\u003cp\u003e* The app is a place for me to experiment with using LLMs to translate scientific articles into software. The space is pregnant with possibilities.\u003cp\u003e* Everything in the app is the result of agentic engineering, e.g. plans, specs, tasks, execution loops. I swear by Beads (\u003ca href=\"https://github.com/steveyegge/beads\" rel=\"nofollow\"\u003ehttps://github.com/steveyegge/beads\u003c/a\u003e) by Yegge and also make heavy use of Beads Viewer (\u003ca href=\"https://news.ycombinator.com/item?id=46314423\"\u003ehttps://news.ycombinator.com/item?id=46314423\u003c/a\u003e) and Destructive Command Guard (\u003ca href=\"https://news.ycombinator.com/item?id=46835674\"\u003ehttps://news.ycombinator.com/item?id=46835674\u003c/a\u003e) by Jeffrey Emanuel.\u003cp\u003e* I'm an AWS fan and have been impressed by Opus' ability to write good CFN. It still needs a bunch of guidance around distributed architecture but way better than last year.\u003c/p\u003e\n\u003chr\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47195123\"\u003ehttps://news.ycombinator.com/item?id=47195123\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 242\u003c/p\u003e\n\u003cp\u003e# Comments: 107\u003c/p\u003e\n",
"link": "https://nowigetit.us",
"published": "2026-02-28T13:29:36Z",
"title": "Show HN: Now I Get It – Translate scientific papers into interactive webpages"
},
{
"_branch": "pass",
"author": "mksglu",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://mksg.lu/blog/context-mode\"\u003ehttps://mksg.lu/blog/context-mode\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47193064\"\u003ehttps://news.ycombinator.com/item?id=47193064\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 407\u003c/p\u003e\n\u003cp\u003e# Comments: 82\u003c/p\u003e\n",
"link": "https://mksg.lu/blog/context-mode",
"published": "2026-02-28T10:01:20Z",
"title": "MCP server that reduces Claude Code context consumption by 98%"
},
{
"_branch": "fail",
"author": "asontha",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\"\u003ehttps://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47183907\"\u003ehttps://news.ycombinator.com/item?id=47183907\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 0\u003c/p\u003e\n\u003cp\u003e# Comments: 0\u003c/p\u003e\n",
"link": "https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae",
"published": "2026-02-27T18:37:53Z",
"title": "Kyber (YC W23) Is Hiring an Enterprise Account Executive"
},
{
"_branch": "pass",
"author": "tambourine_man",
"content": "This is a brief guide to my new art project microgpt, a single file of 200 lines of pure Python with no dependencies that trains and inferences a GPT. This file contains the full algorithmic content of what is needed: dataset of documents, tokenizer, autograd engine, a GPT-2-like neural network architecture, the Adam optimizer, training loop, and inference loop. Everything else is just efficiency. I cannot simplify this any further. This script is the culmination of multiple projects (micrograd, makemore, nanogpt, etc.) and a decade-long obsession to simplify LLMs to their bare essentials, and I think it is beautiful 🥹. It even breaks perfectly across 3 columns:\n\n\n \n\n\nWhere to find it:\n\n\n This GitHub gist has the full source code: microgpt.py\n It’s also available on this web page: https://karpathy.ai/microgpt.html\n Also available as a Google Colab notebook\n\n\nThe following is my guide on stepping an interested reader through the code.\n\nDataset\n\nThe fuel of large language models is a stream of text data, optionally separated into a set of documents. In production-grade applications, each document would be an internet web page but for microgpt we use a simpler example of 32,000 names, one per line:\n\n# Let there be an input dataset `docs`: list[str] of documents (e.g. a dataset of names)\nif not os.path.exists('input.txt'):\n import urllib.request\n names_url = 'https://raw.githubusercontent.com/karpathy/makemore/refs/heads/master/names.txt'\n urllib.request.urlretrieve(names_url, 'input.txt')\ndocs = [l.strip() for l in open('input.txt').read().strip().split('\\n') if l.strip()] # list[str] of documents\nrandom.shuffle(docs)\nprint(f\"num docs: {len(docs)}\")\n\n\nThe dataset looks like this. Each name is a document:\n\nemma\nolivia\nava\nisabella\nsophia\ncharlotte\nmia\namelia\nharper\n... (~32,000 names follow)\n\n\nThe goal of the model is to learn the patterns in the data and then generate similar new documents that share the statistical patterns within. As a preview, by the end of the script our model will generate (“hallucinate”!) new, plausible-sounding names. Skipping ahead, we’ll get:\n\nsample 1: kamon\nsample 2: ann\nsample 3: karai\nsample 4: jaire\nsample 5: vialan\nsample 6: karia\nsample 7: yeran\nsample 8: anna\nsample 9: areli\nsample 10: kaina\nsample 11: konna\nsample 12: keylen\nsample 13: liole\nsample 14: alerin\nsample 15: earan\nsample 16: lenne\nsample 17: kana\nsample 18: lara\nsample 19: alela\nsample 20: anton\n\n\nIt doesn’t look like much, but from the perspective of a model like ChatGPT, your conversation with it is just a funny looking “document”. When you initialize the document with your prompt, the model’s response from its perspective is just a statistical document completion.\n\nTokenizer\n\nUnder the hood, neural networks work with numbers, not characters, so we need a way to convert text into a sequence of integer token ids and back. Production tokenizers like tiktoken (used by GPT-4) operate on chunks of characters for efficiency, but the simplest possible tokenizer just assigns one integer to each unique character in the dataset:\n\n# Let there be a Tokenizer to translate strings to discrete symbols and back\nuchars = sorted(set(''.join(docs))) # unique characters in the dataset become token ids 0..n-1\nBOS = len(uchars) # token id for the special Beginning of Sequence (BOS) token\nvocab_size = len(uchars) + 1 # total number of unique tokens, +1 is for BOS\nprint(f\"vocab size: {vocab_size}\")\n\n\nIn the code above, we collect all unique characters across the dataset (which are just all the lowercase letters a-z), sort them, and each letter gets an id by its index. Note that the integer values themselves have no meaning at all; each token is just a separate discrete symbol. Instead of 0, 1, 2 they might as well be different emoji. In addition, we create one more special token called BOS (Beginning of Sequence), which acts as a delimiter: it tells the model “a new document starts/ends here”. Later during training, each document gets wrapped with BOS on both sides: [BOS, e, m, m, a, BOS]. The model learns that BOS initates a new name, and that another BOS ends it. Therefore, we have a final vocavulary of 27 (26 possible lowercase characters a-z and +1 for the BOS token).\n\nAutograd\n\nTraining a neural network requires gradients: for each parameter in the model, we need to know “if I nudge this number up a little, does the loss go up or down, and by how much?”. The computation graph has many inputs (the model parameters and the input tokens) but funnels down to a single scalar output: the loss (we’ll define exactly what the loss is below). Backpropagation starts at that single output and works backwards through the graph, computing the gradient of the loss with respect to every input. It relies on the chain rule from calculus. In production, libraries like PyTorch handle this automatically. Here, we implement it from scratch in a single class called Value:\n\nclass Value:\n __slots__ = ('data', 'grad', '_children', '_local_grads')\n\n def __init__(self, data, children=(), local_grads=()):\n self.data = data # scalar value of this node calculated during forward pass\n self.grad = 0 # derivative of the loss w.r.t. this node, calculated in backward pass\n self._children = children # children of this node in the computation graph\n self._local_grads = local_grads # local derivative of this node w.r.t. its children\n\n def __add__(self, other):\n other = other if isinstance(other, Value) else Value(other)\n return Value(self.data + other.data, (self, other), (1, 1))\n\n def __mul__(self, other):\n other = other if isinstance(other, Value) else Value(other)\n return Value(self.data * other.data, (self, other), (other.data, self.data))\n\n def __pow__(self, other): return Value(self.data**other, (self,), (other * self.data**(other-1),))\n def log(self): return Value(math.log(self.dat",
"description": "\n\u003cp\u003eArticle URL: \u003ca href=\"http://karpathy.github.io/2026/02/12/microgpt/\"\u003ehttp://karpathy.github.io/2026/02/12/microgpt/\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003eComments URL: \u003ca href=\"https://news.ycombinator.com/item?id=47202708\"\u003ehttps://news.ycombinator.com/item?id=47202708\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003ePoints: 877\u003c/p\u003e\n\u003cp\u003e# Comments: 150\u003c/p\u003e\n",
"http_status": 200,
"link": "http://karpathy.github.io/2026/02/12/microgpt/",
"published": "2026-03-01T01:39:26Z",
"title": "Microgpt"
}
]
[
{
"text": "# Hacker News — Recent highlights\n\nBelow are concise summaries of high-point HN posts, ordered newest first. Each entry includes the (final) title, link, one-line summary, and published date. If I improved a title I show the original in parentheses.\n\n- **Why is the first C++ (m)allocation always 72 KB?** \n Link: https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/ \n Summary: Investigation into why the first C++ malloc/new allocation often returns ~72 KB, explaining allocator and system-level behaviors. \n Published: 2026-03-01T09:27:34Z\n\n- **Show HN: Terminal-Style Portfolio on the Internet** \n Link: https://kuber.studio/ \n Summary: A terminal-style portfolio website/demo with updates since last year; the author presents it as a polished template for a retro terminal UI portfolio. \n Published: 2026-03-01T09:26:59Z\n\n- **Intelligence is a commodity. Context is the real AI Moat** \n Link: https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity \n Summary: Argues that raw model intelligence is becoming commoditized and that systems that capture, manage, and exploit context provide the durable competitive advantage. \n Published: 2026-03-01T09:04:19Z\n\n- **Decision trees – the unreasonable power of nested decision rules** \n Link: https://mlu-explain.github.io/decision-tree/ \n Summary: Explains (with examples/visuals) how nested decision rules in decision trees produce powerful, interpretable models and where that expressiveness comes from. \n Published: 2026-03-01T08:55:52Z\n\n- **Switch to Claude without starting over** \n Link: https://claude.com/import-memory \n Summary: Guide on importing memory/context into Claude so users can switch without losing prior conversation state. \n Published: 2026-03-01T07:36:52Z\n\n- **10-202: Introduction to Modern AI (CMU)** \n Link: https://modernaicourse.org \n Summary: Course materials and an introductory syllabus for CMU's modern AI class — lectures and resources for learning contemporary AI techniques. \n Published: 2026-03-01T07:35:03Z\n\n- **The Science of Detecting LLM-Generated Text** \n Link: https://dl.acm.org/doi/10.1145/3624725 \n Summary: An ACM article reviewing methods, challenges, and empirical science behind detecting text generated by large language models. \n Published: 2026-03-01T02:09:41Z\n\n- **MicroGPT: 200-line pure-Python GPT implementation** (Microgpt) \n Link: http://karpathy.github.io/2026/02/12/microgpt/ \n Summary: Karpathy’s microgpt is a single-file, ~200-line pure-Python implementation that includes dataset, tokenizer, autograd, GPT-like model, optimizer, training loop, and inference as an educational minimal LLM. \n Published: 2026-03-01T01:39:26Z\n\n- **The Windows 95 user interface: A case study in usability engineering (1996)** \n Link: https://dl.acm.org/doi/fullHtml/10.1145/238386.238611 \n Summary: A classic 1996 usability case study that analyzes Windows 95 UI design decisions, trade-offs, and lessons for usability engineering. \n Published: 2026-02-28T22:19:36Z\n\n- **Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule** \n Link: https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed \n Summary: NPR breaking report that Iran’s Supreme Leader Ali Khamenei was killed in an Israeli strike, marking a sudden end to his 36-year rule. \n Published: 2026-02-28T22:16:08Z\n\n- **We do not think Anthropic should be designated as a supply chain risk** \n Link: https://twitter.com/OpenAI/status/2027846016423321831 \n Summary: OpenAI’s public statement arguing that Anthropic should not be classified as a supply-chain risk. \n Published: 2026-02-28T21:24:16Z\n\n- **Our Agreement with the Department of War** \n Link: https://openai.com/index/our-agreement-with-the-department-of-war \n Summary: OpenAI-published page outlining an agreement with the Department of War; the linked page contains details on scope and terms. \n Published: 2026-02-28T20:35:29Z\n\n- **Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers** \n Link: https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance \n Summary: Coverage of Alibaba’s open-source Qwen3.5 models (122B and 35B) claiming Sonnet 4.5-level performance and feasibility of local inference. \n Published: 2026-02-28T20:20:00Z\n\n- **Block the “Upgrade to Tahoe” Alerts** \n Link: https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/ \n Summary: Practical guide explaining how to block or suppress system alerts that prompt users to upgrade to 'Tahoe'. \n Published: 2026-02-28T19:04:01Z\n\n- **Verified Spec-Driven Development (VSDD)** \n Link: https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00 \n Summary: A gist describing Verified Spec-Driven Development (VSDD), an approach to spec-first workflows with verification ideas. \n Published: 2026-02-28T16:58:54Z\n\n- **Obsidian Sync now has a headless client** \n Link: https://help.obsidian.md/sync/headless \n Summary: Announcement that Obsidian Sync supports a headless client, enabling automated sync/backups without the GUI. \n Published: 2026-02-28T16:31:53Z\n\n- **Addressing Antigravity Bans and Reinstating Access** \n Link: https://github.com/google-gemini/gemini-cli/discussions/20632 \n Summary: GitHub discussion about antigravity bans and efforts to reinstate access for affected users of the Gemini CLI. \n Published: 2026-02-28T13:50:13Z\n\n- **Show HN: Now I Get It – Translate scientific papers into interactive webpages** \n Link: https://nowigetit.us \n Summary: Now I Get It is a web app that uses LLMs to convert scientific papers into interactive highlight pages to make them easier to understand; free with a 20-article/day cap. \n Published: 2026-02-28T13:29:36Z\n\n- **MCP server that reduces Claude Code context consumption by 98%** \n Link: https://mksg.lu/blog/context-mode \n Summary: Describes an MCP server and techniques that reportedly reduce Claude Code's context consumption by ~98%, lowering prompt/context costs. \n Published: 2026-02-28T10:01:20Z\n\n- **Kyber (YC W23) Is Hiring an Enterprise Account Executive** \n Link: https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae \n Summary: Job posting for an Enterprise Account Executive role at Kyber (YC W23). \n Published: 2026-02-27T18:37:53Z\n\nIf you want, I can: (a) shorten this into a one-paragraph daily digest, (b) produce a subject line and email header, or (c) expand any entry into a 3–4 bullet deeper summary."
}
]
[
{
"text": "# Hacker News — Recent highlights\n\nBelow are concise summaries of high-point HN posts, ordered newest first. Each entry includes the (final) title, link, one-line summary, and published date. If I improved a title I show the original in parentheses.\n\n- **Why is the first C++ (m)allocation always 72 KB?** \n Link: https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/ \n Summary: Investigation into why the first C++ malloc/new allocation often returns ~72 KB, explaining allocator and system-level behaviors. \n Published: 2026-03-01T09:27:34Z\n\n- **Show HN: Terminal-Style Portfolio on the Internet** \n Link: https://kuber.studio/ \n Summary: A terminal-style portfolio website/demo with updates since last year; the author presents it as a polished template for a retro terminal UI portfolio. \n Published: 2026-03-01T09:26:59Z\n\n- **Intelligence is a commodity. Context is the real AI Moat** \n Link: https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity \n Summary: Argues that raw model intelligence is becoming commoditized and that systems that capture, manage, and exploit context provide the durable competitive advantage. \n Published: 2026-03-01T09:04:19Z\n\n- **Decision trees – the unreasonable power of nested decision rules** \n Link: https://mlu-explain.github.io/decision-tree/ \n Summary: Explains (with examples/visuals) how nested decision rules in decision trees produce powerful, interpretable models and where that expressiveness comes from. \n Published: 2026-03-01T08:55:52Z\n\n- **Switch to Claude without starting over** \n Link: https://claude.com/import-memory \n Summary: Guide on importing memory/context into Claude so users can switch without losing prior conversation state. \n Published: 2026-03-01T07:36:52Z\n\n- **10-202: Introduction to Modern AI (CMU)** \n Link: https://modernaicourse.org \n Summary: Course materials and an introductory syllabus for CMU's modern AI class — lectures and resources for learning contemporary AI techniques. \n Published: 2026-03-01T07:35:03Z\n\n- **The Science of Detecting LLM-Generated Text** \n Link: https://dl.acm.org/doi/10.1145/3624725 \n Summary: An ACM article reviewing methods, challenges, and empirical science behind detecting text generated by large language models. \n Published: 2026-03-01T02:09:41Z\n\n- **MicroGPT: 200-line pure-Python GPT implementation** (Microgpt) \n Link: http://karpathy.github.io/2026/02/12/microgpt/ \n Summary: Karpathy’s microgpt is a single-file, ~200-line pure-Python implementation that includes dataset, tokenizer, autograd, GPT-like model, optimizer, training loop, and inference as an educational minimal LLM. \n Published: 2026-03-01T01:39:26Z\n\n- **The Windows 95 user interface: A case study in usability engineering (1996)** \n Link: https://dl.acm.org/doi/fullHtml/10.1145/238386.238611 \n Summary: A classic 1996 usability case study that analyzes Windows 95 UI design decisions, trade-offs, and lessons for usability engineering. \n Published: 2026-02-28T22:19:36Z\n\n- **Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule** \n Link: https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed \n Summary: NPR breaking report that Iran’s Supreme Leader Ali Khamenei was killed in an Israeli strike, marking a sudden end to his 36-year rule. \n Published: 2026-02-28T22:16:08Z\n\n- **We do not think Anthropic should be designated as a supply chain risk** \n Link: https://twitter.com/OpenAI/status/2027846016423321831 \n Summary: OpenAI’s public statement arguing that Anthropic should not be classified as a supply-chain risk. \n Published: 2026-02-28T21:24:16Z\n\n- **Our Agreement with the Department of War** \n Link: https://openai.com/index/our-agreement-with-the-department-of-war \n Summary: OpenAI-published page outlining an agreement with the Department of War; the linked page contains details on scope and terms. \n Published: 2026-02-28T20:35:29Z\n\n- **Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers** \n Link: https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance \n Summary: Coverage of Alibaba’s open-source Qwen3.5 models (122B and 35B) claiming Sonnet 4.5-level performance and feasibility of local inference. \n Published: 2026-02-28T20:20:00Z\n\n- **Block the “Upgrade to Tahoe” Alerts** \n Link: https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/ \n Summary: Practical guide explaining how to block or suppress system alerts that prompt users to upgrade to 'Tahoe'. \n Published: 2026-02-28T19:04:01Z\n\n- **Verified Spec-Driven Development (VSDD)** \n Link: https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00 \n Summary: A gist describing Verified Spec-Driven Development (VSDD), an approach to spec-first workflows with verification ideas. \n Published: 2026-02-28T16:58:54Z\n\n- **Obsidian Sync now has a headless client** \n Link: https://help.obsidian.md/sync/headless \n Summary: Announcement that Obsidian Sync supports a headless client, enabling automated sync/backups without the GUI. \n Published: 2026-02-28T16:31:53Z\n\n- **Addressing Antigravity Bans and Reinstating Access** \n Link: https://github.com/google-gemini/gemini-cli/discussions/20632 \n Summary: GitHub discussion about antigravity bans and efforts to reinstate access for affected users of the Gemini CLI. \n Published: 2026-02-28T13:50:13Z\n\n- **Show HN: Now I Get It – Translate scientific papers into interactive webpages** \n Link: https://nowigetit.us \n Summary: Now I Get It is a web app that uses LLMs to convert scientific papers into interactive highlight pages to make them easier to understand; free with a 20-article/day cap. \n Published: 2026-02-28T13:29:36Z\n\n- **MCP server that reduces Claude Code context consumption by 98%** \n Link: https://mksg.lu/blog/context-mode \n Summary: Describes an MCP server and techniques that reportedly reduce Claude Code's context consumption by ~98%, lowering prompt/context costs. \n Published: 2026-02-28T10:01:20Z\n\n- **Kyber (YC W23) Is Hiring an Enterprise Account Executive** \n Link: https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae \n Summary: Job posting for an Enterprise Account Executive role at Kyber (YC W23). \n Published: 2026-02-27T18:37:53Z\n\nIf you want, I can: (a) shorten this into a one-paragraph daily digest, (b) produce a subject line and email header, or (c) expand any entry into a 3–4 bullet deeper summary."
}
]
[
{
"text": "# Hacker News — Recent highlights\n\nBelow are concise summaries of high-point HN posts, ordered newest first. Each entry includes the (final) title, link, one-line summary, and published date. If I improved a title I show the original in parentheses.\n\n- **Why is the first C++ (m)allocation always 72 KB?** \n Link: https://joelsiks.com/posts/cpp-emergency-pool-72kb-allocation/ \n Summary: Investigation into why the first C++ malloc/new allocation often returns ~72 KB, explaining allocator and system-level behaviors. \n Published: 2026-03-01T09:27:34Z\n\n- **Show HN: Terminal-Style Portfolio on the Internet** \n Link: https://kuber.studio/ \n Summary: A terminal-style portfolio website/demo with updates since last year; the author presents it as a polished template for a retro terminal UI portfolio. \n Published: 2026-03-01T09:26:59Z\n\n- **Intelligence is a commodity. Context is the real AI Moat** \n Link: https://adlrocha.substack.com/p/adlrocha-intelligence-is-a-commodity \n Summary: Argues that raw model intelligence is becoming commoditized and that systems that capture, manage, and exploit context provide the durable competitive advantage. \n Published: 2026-03-01T09:04:19Z\n\n- **Decision trees – the unreasonable power of nested decision rules** \n Link: https://mlu-explain.github.io/decision-tree/ \n Summary: Explains (with examples/visuals) how nested decision rules in decision trees produce powerful, interpretable models and where that expressiveness comes from. \n Published: 2026-03-01T08:55:52Z\n\n- **Switch to Claude without starting over** \n Link: https://claude.com/import-memory \n Summary: Guide on importing memory/context into Claude so users can switch without losing prior conversation state. \n Published: 2026-03-01T07:36:52Z\n\n- **10-202: Introduction to Modern AI (CMU)** \n Link: https://modernaicourse.org \n Summary: Course materials and an introductory syllabus for CMU's modern AI class — lectures and resources for learning contemporary AI techniques. \n Published: 2026-03-01T07:35:03Z\n\n- **The Science of Detecting LLM-Generated Text** \n Link: https://dl.acm.org/doi/10.1145/3624725 \n Summary: An ACM article reviewing methods, challenges, and empirical science behind detecting text generated by large language models. \n Published: 2026-03-01T02:09:41Z\n\n- **MicroGPT: 200-line pure-Python GPT implementation** (Microgpt) \n Link: http://karpathy.github.io/2026/02/12/microgpt/ \n Summary: Karpathy’s microgpt is a single-file, ~200-line pure-Python implementation that includes dataset, tokenizer, autograd, GPT-like model, optimizer, training loop, and inference as an educational minimal LLM. \n Published: 2026-03-01T01:39:26Z\n\n- **The Windows 95 user interface: A case study in usability engineering (1996)** \n Link: https://dl.acm.org/doi/fullHtml/10.1145/238386.238611 \n Summary: A classic 1996 usability case study that analyzes Windows 95 UI design decisions, trade-offs, and lessons for usability engineering. \n Published: 2026-02-28T22:19:36Z\n\n- **Iran's Ayatollah Ali Khamenei is killed in Israeli strike, ending 36-year rule** \n Link: https://www.npr.org/2026/02/28/1123499337/iran-israel-ayatollah-ali-khamenei-killed \n Summary: NPR breaking report that Iran’s Supreme Leader Ali Khamenei was killed in an Israeli strike, marking a sudden end to his 36-year rule. \n Published: 2026-02-28T22:16:08Z\n\n- **We do not think Anthropic should be designated as a supply chain risk** \n Link: https://twitter.com/OpenAI/status/2027846016423321831 \n Summary: OpenAI’s public statement arguing that Anthropic should not be classified as a supply-chain risk. \n Published: 2026-02-28T21:24:16Z\n\n- **Our Agreement with the Department of War** \n Link: https://openai.com/index/our-agreement-with-the-department-of-war \n Summary: OpenAI-published page outlining an agreement with the Department of War; the linked page contains details on scope and terms. \n Published: 2026-02-28T20:35:29Z\n\n- **Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers** \n Link: https://venturebeat.com/technology/alibabas-new-open-source-qwen3-5-medium-models-offer-sonnet-4-5-performance \n Summary: Coverage of Alibaba’s open-source Qwen3.5 models (122B and 35B) claiming Sonnet 4.5-level performance and feasibility of local inference. \n Published: 2026-02-28T20:20:00Z\n\n- **Block the “Upgrade to Tahoe” Alerts** \n Link: https://robservatory.com/block-the-upgrade-to-tahoe-alerts-and-system-settings-indicator/ \n Summary: Practical guide explaining how to block or suppress system alerts that prompt users to upgrade to 'Tahoe'. \n Published: 2026-02-28T19:04:01Z\n\n- **Verified Spec-Driven Development (VSDD)** \n Link: https://gist.github.com/dollspace-gay/d8d3bc3ecf4188df049d7a4726bb2a00 \n Summary: A gist describing Verified Spec-Driven Development (VSDD), an approach to spec-first workflows with verification ideas. \n Published: 2026-02-28T16:58:54Z\n\n- **Obsidian Sync now has a headless client** \n Link: https://help.obsidian.md/sync/headless \n Summary: Announcement that Obsidian Sync supports a headless client, enabling automated sync/backups without the GUI. \n Published: 2026-02-28T16:31:53Z\n\n- **Addressing Antigravity Bans and Reinstating Access** \n Link: https://github.com/google-gemini/gemini-cli/discussions/20632 \n Summary: GitHub discussion about antigravity bans and efforts to reinstate access for affected users of the Gemini CLI. \n Published: 2026-02-28T13:50:13Z\n\n- **Show HN: Now I Get It – Translate scientific papers into interactive webpages** \n Link: https://nowigetit.us \n Summary: Now I Get It is a web app that uses LLMs to convert scientific papers into interactive highlight pages to make them easier to understand; free with a 20-article/day cap. \n Published: 2026-02-28T13:29:36Z\n\n- **MCP server that reduces Claude Code context consumption by 98%** \n Link: https://mksg.lu/blog/context-mode \n Summary: Describes an MCP server and techniques that reportedly reduce Claude Code's context consumption by ~98%, lowering prompt/context costs. \n Published: 2026-02-28T10:01:20Z\n\n- **Kyber (YC W23) Is Hiring an Enterprise Account Executive** \n Link: https://www.ycombinator.com/companies/kyber/jobs/59yPaCs-enterprise-account-executive-ae \n Summary: Job posting for an Enterprise Account Executive role at Kyber (YC W23). \n Published: 2026-02-27T18:37:53Z\n\nIf you want, I can: (a) shorten this into a one-paragraph daily digest, (b) produce a subject line and email header, or (c) expand any entry into a 3–4 bullet deeper summary."
}
]