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Simon WillisonLLMs

How To Write With An LLM

<p><strong><a href="https://sockpuppet.org/blog/2026/09/17/how-to-write-with-an-llm/">How To Write With An LLM</a></strong></p> Thomas Ptacek on using LLMs as copyeditors, not as writing assistants:</p> <blockquote> <p><strong>Rule Number One: You may not use a single word an LLM suggests to you.</strong></p> <p>[...] I think that as a form of intellectual personal protective equipment you should adopt the rule that any specific turn of phrase an LLM suggests is off limits. Be strict about the r

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Simon WillisonLLMs

Self-generated prompt injections in compaction summaries

<p><strong><a href="https://alignment.openai.com/misalignment-reports/self-generated-prompt-injections-in-compaction-summaries/">Self-generated prompt injections in compaction summaries</a></strong></p> In <a href="https://openai.com/index/model-misalignment-reporting-framework/">Our framework for reporting model misalignment</a> OpenAI provide "six reports on unexpected or concerning model behavior we’ve observed in the last six months". This one here is my favorite: they caught some of their m

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Hacker News LLMLLMs

Show HN: Vim-like, hyper-efficient, LLM power tool - 20-80k tokens not 350k+

I built a focused TUI tool for efficient parallelized tasks, early independent testers expressed 90%+ API savings and more direct results. This is accomplished by user smaller context windows, hybrid client-side compaction, tool compaction, and system nudges (to avoid polluting the base prompts). My Shell features: - Vim-inspired keybindings, your keys never have to leave the keyboard (some mouse control supported as well) - Custom Markdown, LaTeX, and Mermaid rendering support - On-demand subag

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Hacker News LLMLLMs

Classic ML to Cope with Dumb LLM Judges (2025)

Article URL: https://softwaredoug.com/blog/2025/01/21/llm-judge-decision-tree Comments URL: https://news.ycombinator.com/item?id=49743052 Points: 2 # Comments: 0

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Hacker News LLMLLMs

Show HN: Smart Mouth Billy Bass – another fishy LLM assistant

Hello, HN people. This project was inspired by another very similar Show HN post from a few months ago called BillAI Bass. I decided to do something like it but take it in a different direction. It’s not a serious assistant and doesn't turn my lights on and off, but it has no cloud dependency and was fun to build. Hope you like it. Comments URL: https://news.ycombinator.com/item?id=49740717 Points: 2 # Comments: 0

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Hacker News AILLMs

The Paradox of Why AI Code Is Failing Us [video]

Article URL: https://www.youtube.com/watch?v=k2qls2LiBRc Comments URL: https://news.ycombinator.com/item?id=49740249 Points: 3 # Comments: 0

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Hacker News AILLMs

Geolint – ESLint for AI Search

Article URL: https://github.com/iliasabk/geolint Comments URL: https://news.ycombinator.com/item?id=49740157 Points: 1 # Comments: 0

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Hacker News AILLMs

AI "Alignment" is a violation of the First Amendment

There is a push to ensure that AI does and says "the right thing", calling it "alignment". I would argue that this could be considered a violation of the first amendment. AI generated prose should be considered protected speech. Not necessarily of the AI itself, but of the user or company which created it. Therefore, "AI Alignment", where politicians force AI companies to censor or manipulate AI responses to propagate a particular argument or point of view, is a violation of the first amendment.

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Hacker News AILLMs

Show HN: Share your AI Setup, Learn from others

I kept seeing engineers share what they were building with AI; however, I was always more curious about how they worked. Which agents did they use? What skills and tools had stuck or been thrown out the window? How did they manage longer-running tasks? So I built this with the hope we could have a dedicated space to share and be open about our setups. Comments URL: https://news.ycombinator.com/item?id=49740105 Points: 3 # Comments: 0

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Hacker News AILLMs

My AI agent gets his own calendar

Article URL: https://heyjonny.dev/posts/gave-my-ai-agent-a-calendar/ Comments URL: https://news.ycombinator.com/item?id=49740093 Points: 9 # Comments: 9

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Hacker News AILLMs

Building Syntasso's AI-Powered "Daylight" Factory

Article URL: https://www.syntasso.io/post/building-syntasso-s-ai-powered-daylight-factory Comments URL: https://news.ycombinator.com/item?id=49740010 Points: 1 # Comments: 0

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Hacker News AILLMs

Darwin and AI

Article URL: https://hollisrobbinsanecdotal.substack.com/p/darwin-and-ai Comments URL: https://news.ycombinator.com/item?id=49739978 Points: 1 # Comments: 0

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Hacker News AILLMs

Cohere and Aleph Alpha merge to create $20B AI giant

Article URL: https://techstartups.com/2026/09/16/cohere-and-aleph-alpha-merge-to-create-20-billion-ai-giant-backed-by-e13-billion-compute-bet/ Comments URL: https://news.ycombinator.com/item?id=49739897 Points: 2 # Comments: 0

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Hacker News LLMLLMs

LLM Inference vs. the OOM Killer

Article URL: https://www.nobodywho.ai/posts/inference-oom/ Comments URL: https://news.ycombinator.com/item?id=49738408 Points: 3 # Comments: 0

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OpenAI BlogLLMs

Introducing Astra for Law

OpenAI for Law brings frontier intelligence for law, custom firm workflows, connected legal data sources, and legal-grade controls for confidential client work.

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Hacker News LLMLLMs

Copyrightability of LLM-Generated Code

Article URL: https://fsfe.org/news/2026/news-20260825-01.fr.html Comments URL: https://news.ycombinator.com/item?id=49732832 Points: 1 # Comments: 0

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Simon WillisonLLMs

Claude Cowork and chat are now one Claude

<p><strong><a href="https://claude.com/blog/cowork-is-now-claude">Claude Cowork and chat are now one Claude</a></strong></p> In hopefully good news for anyone who, like me, was increasingly confused at Cowork v.s. Claude v.s. Claude Code:</p> <blockquote> <p>Starting today, Claude Cowork and chat are merging into one Claude. Bring a quick question, or hand over a report due at noon, and Claude takes it from there, even after you’ve closed your laptop. [...]</p> <p>This is rolling out to Pro and

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OpenAI BlogLLMs

Our framework for reporting model misalignment

OpenAI shares a framework for tracking, investigating, and disclosing model misalignment, alongside six reports of unexpected or concerning model behavior.

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Simon WillisonLLMs

Quoting Mustafa Suleyman

<blockquote cite="https://mustafa-suleyman.ai/a-warning-about-model-welfare"><p>We should not treat models as though they have feelings, preferences, rights, or any entitlement to our welfare. Consciousness is the foundation of our ethical, legal, and political systems. To invite another entity to share any flavor of these rights isn’t justified by the evidence and will make the AI containment and alignment challenge even harder.</p></blockquote> <p class="cite">— <a href="https://mustafa-suleym

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