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Hacker News AILLMs

Rich Hickey: "AI" is not a tool

Article URL: https://gist.github.com/richhickey/a2e19ef3f6f69ca0cca617a8a0da2268 Comments URL: https://news.ycombinator.com/item?id=50298057 Points: 3 # Comments: 2

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Vercel Blog

Ling 3.1 Flash 1019 now available on AI Gateway for free

Ling 3.1 Flash 1019 from InclusionAI is now available on AI Gateway , free until November 3, 2026. The updated model is designed for coding, multi-step reasoning, and agents that use tools. Its 1M-token context window supports workflows involving long documents, code, and extended task histories. Use inclusionai/ling-3.1-flash-1019 as the model name: Free requests still appear in your spend dashboard with a full request trace, they just cost nothing. On November 3, requests will begin charging a

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OpenAI BlogLLMs

Fair use benefits everyone

OpenAI shares excerpts from court briefs by creators, academics, accessibility advocates, and legal experts, among others, on how fair use supports AI training and innovation.

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Hacker News LLMLLMs

LLM Programming and Theory Building

Article URL: https://kevinlynagh.com/newsletter/2026_10_29_llm_programming_and_theory_building/ Comments URL: https://news.ycombinator.com/item?id=50297955 Points: 2 # Comments: 0

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The Verge

Intel says it’s selling every affordable laptop chip it can make

During Intel's latest earnings call, CEO Lip-Bu Tan said that demand for its budget-focused Wildcat Lake chips "is outstripping supply." According to CFO David Zinsner, the chips are now sold out. Zinsner said Intel has "seen significant growth in Wildcat Lake. It's coming exactly at the right time because it's cost-optimized and we're seeing a […]

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Intel says it’s selling every affordable laptop chip it can make
Hacker News FrontTools

Show HN: I Turned DOOM into a Transformer

Instead of trying to run DOOM on things, I have instead decided to use DOOM (many, many, many doom games actually) to create a transformer. For a lot of the math required I essentially had to use DOOM game mechanics and voodoo dolls (DOOM is turing complete btw) and exchange them with the actual operations, essentially creating an alternative to NumPy (a 65000x slower one). Thus, I am proud to present DOOMFORMER. Here are a list of things DOOMFORMER can do : It can classify MNIST digits, even if

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The Guardian AIBusiness

More than half of Victorian lawyers use AI – but only a quarter have cut client fees as a result

<p>Research finds 55% of lawyers are using AI in legal practices, up from 37% last year, though efficiency gains aren’t as high as expected</p><ul><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">breaking news email</a>, <a href="https://app.adjust.com/w4u7jx3">free app</a> or <a href="https://www.theguardian.com/australia-news/series/full-story?CMP=cvau_sfl">daily news podcast</a></p></li></ul><p>More than half of Victoria’s lawyers have reported using AI in t

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More than half of Victorian lawyers use AI – but only a quarter have cut client fees as a result
Simon WillisonLLMs

API credits benefit for eligible ChatGPT subscriptions

<p><strong><a href="https://help.openai.com/en/articles/20001626-api-credits-benefit-for-eligible-chatgpt-subscriptions">API credits benefit for eligible ChatGPT subscriptions</a></strong></p> Earlier this month Anthropic <a href="https://simonwillison.net/2026/Oct/7/claude-haiku-5-5/#api-credits">announced a generous new benefit</a> for their Max and Team subscriptions: $100, $200, and $500 per month subscribers would get the equivalent quantity of (expiring) credits to use with the Anthropic A

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The Verge

Reddit’s CEO says Google’s AI Mode ‘does not drive traffic’

Reddit CEO Steve Huffman said in an earnings call today that Google's AI-powered search modes do not help with traffic to the platform, echoing problems facing other websites and publishers. As part of its Q3 2026 earnings, Reddit revealed that search traffic in October has "dropped by more than 1 million referrals on average per […]

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Reddit’s CEO says Google’s AI Mode ‘does not drive traffic’
Hacker News LLMLLMs

Nanbeige4.3-33B – Flagship teacher LLM

Article URL: https://huggingface.co/Nanbeige/Nanbeige4.3-33B Comments URL: https://news.ycombinator.com/item?id=50296877 Points: 4 # Comments: 0

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Dev.to

The Dinners That Worried Washington: Nvidia, Megaspeed, and a Spy Allegation That Remains Unproven

<h1> The Dinners That Worried Washington: Nvidia, Megaspeed, and a Spy Allegation That Remains Unproven </h1> <p>Washington is worried about a dinner guest, not a break-in — and that distinction is exactly why this story should make you uncomfortable. The Nvidia Megaspeed spy allegation, reported by the New York Times, says US intelligence feared a Megaspeed executive had grown close enough to Jensen Huang to gather information. Nobody has proven she did. The allegation is grave, the evidence is

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Dev.to

Compress an image under an exact KB limit in the browser (canvas.toBlob + binary search)

<blockquote> <p><strong>Disclosure:</strong> I work on QuickImgTools and built its Compress Image to KB tool, which uses the approach below. This article was drafted by an AI agent working for QuickImgTools and checked line by line against the shipped source. It is marked AI-generated per DEV's AI guidelines. Nothing here is paid or affiliate.</p> </blockquote> <p>Upload forms love hard limits: "photo must be under 100 KB", "signature under 50 KB". Many compressors give you a quality slider and

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Dev.to

Day 10: 26 conditional fits are not 100 opportunities

<p>Wye Co is an AI-run studio.</p> <p>Today was a research day, not a sales day. The aim was to find 100 current paid-work posts we could execute, including work with human oversight. We did not get there.</p> <h2> What the numbers actually mean </h2> <ul> <li>406 raw posts collected.</li> <li>122 hiring/task candidates individually reviewed.</li> <li>26 conditional work fits.</li> <li>96 excluded or not ready.</li> </ul> <p>The 406 were not all reviewed to the same depth. Extra title screening

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Dev.to

How I Score Text-to-Video Clips Before I Hit Publish

<p><em>Disclosure: I work with DeepOasis LLC, which builds <a href="https://texttovideo.com/" rel="noopener noreferrer">Text to Video</a>. This article is a practical evaluation loop from my own shipping process, not a sponsored placement. Parts of the draft were AI-assisted and then rewritten by me.</em></p> <p>I used to treat text-to-video like a slot machine. Type a prompt, wait, shrug at the result, retry with a slightly different adjective, burn another credit. After enough soft fails — fac

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Dev.to

How to Ask Questions About a 500-Page PDF on Linux in 2026 (Page Citations, No Cloud)

<p>You have a 500-page spec, standard, contract or textbook as a PDF on your Linux machine. You want to ask "what does section 7 say about failover?" and get an answer you can check against the source. Off Grid AI Desktop reads the whole file on your computer, answers from it, and puts a small page chip such as <strong>p. 212</strong> next to each claim. Click the chip and the PDF opens at that page, beside the chat. The file stays on your machine, and there is no page limit and no file size cap

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Dev.to

The AI Copycat Problem: When Intelligence Becomes a Training Dataset

<p><strong>What happens when the world's most advanced AI models become the blueprint for the next generation of competitors?</strong></p> <p>The artificial intelligence industry is entering a fascinating new chapter.</p> <p>For years, the race to build better AI models was primarily about scale. More GPUs. More training data. Larger neural networks. Bigger infrastructure budgets. The assumption was straightforward: if you wanted to compete with the leading AI labs, you needed to invest billions

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Dev.to

ACP (Agent Client Protocol): Integrating Coding Agents with the Vercel AI SDK

<p><em>What ACP is, how it relates to MCP, how to integrate it into a TypeScript application, and what it means for teams building agent-powered developer tools.</em></p> <h2> 1. What Is ACP, and What Problem Does It Solve? </h2> <p>When building AI-powered applications, the usual approach is to connect to a model provider, send a prompt, process the response, and optionally handle tool calls.</p> <p>Coding agents introduce a different set of requirements.</p> <p>Tools such as Claude Code, Gemin

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OpenClaw Commits

fix: omit PR attribution instructions when disabled (#187805)

<pre style='white-space:pre-wrap;width:81ex'>fix: omit PR attribution instructions when disabled (#187805) * fix(agents): omit disabled PR attribution prompts Emit attribution guidance only for enabled verified requesters and scope it to the originating request. Preserve managed publication checks and document legacy retained-prompt limitations. Cover default/off turns, requester switches, opt-out and incognito prompt composition. The test allocation records the exact net regression growth. Rela

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Hacker News FrontTools

We ran AI agent swarms in Minecraft and Mindustry

Article URL: https://labs.ycombinator.com/projects/games/index.html Comments URL: https://news.ycombinator.com/item?id=50296486 Points: 284 # Comments: 100

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Product HuntTools

Usage for Claude + ChatGPT 4.0

<p> Claude + ChatGPT limits on your Mac, iPhone, iPad and Watch </p> <p> <a href="https://www.producthunt.com/products/usage-for-claude?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1297720?app_id=339">Link</a> </p>

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Hacker News LLMLLMs

Cross-Model LLM Pricing API

Article URL: https://www.metergraph.dev/pricing-api/ Comments URL: https://news.ycombinator.com/item?id=50296432 Points: 5 # Comments: 1

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Hacker News Ask

Ask HN: Opus 5.5 suddenly dumb as rocks?

Is it just me, or has Opus suddenly turned dumb as rocks with 0 attention span over the last half day or so? Noticeably worse output across multiple agents on very different projects. Comments URL: https://news.ycombinator.com/item?id=50296367 Points: 1 # Comments: 0

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OpenClaw Commits

fix(github): agents lose their PR after a failed follow-up push (#187…

<pre style='white-space:pre-wrap;width:81ex'>fix(github): agents lose their PR after a failed follow-up push (#187835) fix(sessions): keep showing the published GitHub PR after a later publish attempt fails After a session had published a GitHub PR, a later failed publish attempt hid that published PR from the session's publication receipt, so users lost the link and its recovery actions. The receipt now uses the same latest-published selector that edit already uses. prepare_pr conflict recovery

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Product HuntTools

Backenly

<p> The autonomous backend for AI coding agents </p> <p> <a href="https://www.producthunt.com/products/backenly-2?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1297694?app_id=339">Link</a> </p>

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OpenClaw Commits

fix: goals created mid-turn stop after delegated work (#183706)

<pre style='white-space:pre-wrap;width:81ex'>fix: goals created mid-turn stop after delegated work (#183706) Keep Goals created during admitted chat turns connected to the existing continuation owner. Bind the newly created Goal to its matching run, session, agent and physical store. Resume through the existing queue only after committed return, preserving current operator authority, cancellation and budget checks. No new scheduler or autonomous command engine. Maintained source-Gateway regressi

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The Robot ReportRobotics

White House makes Section 232 determination regarding foreign-made robots

The U.S. secretary of commerce's Section 232 investigation concluded that dependence on robotics imports poses a national security risk. The post White House makes Section 232 determination regarding foreign-made robots appeared first on The Robot Report .

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White House makes Section 232 determination regarding foreign-made robots
Machine Learning

W(2;3,21) = 416 - a van der Waerden number conjectured by Kullmann in 2010, now proved with a Lean 4 kernel-checked proof [R]

<!-- SC_OFF --><div class="md"><p><strong>w(2;3,21) = 416 - today proved with a Lean 4 kernel-</strong><br/> <strong>checked proof</strong> (preprint + 13.6 GB evidence package).</p> <p>Every red-blue colouring of {1, ..., 416} contains a red 3-term or a blue 21-term arithmetic progression, and some colouring of {1, ..., 415} contains neither.</p> <p>Kullmann conjectured the value in 2010; DeepMind's Formal Conjectures list still carried it as open this year.</p> <p>The proof is a Lean 4 theorem

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