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Gemini 2.5 models extended indefinitely for aactive users
Google's Gemini API changelog for September shows a platform pivoting hard toward agentic workloads and real-time multimodal interaction. The month brought four generally available model releases, a managed agent update that rewro...
Can you forget how you feel about Meta?
Meta is asking the public to judge it on what it builds next rather than what it has done before. The company's latest product cycle, a pair of AI-powered smart glasses and a personal AI agent called Muse, represents its third att...
Ask HN: Is Astra's writing starting to bother anyone else?
A post on Hacker News by user demibabs asks whether OpenAI's Astra model has made its writing harder to understand. The author, who says they primarily use GPT models due to generous rate limits, writes that they previously found...
Jev introduces a new shape of LLM
TypeSafe AI released Jev last week, a model that breaks from the standard LLM format by returning numbers instead of text. The company calls it a "System One model," though decision model captures the idea more clearly. How Jev wo...
Show HN: aSPARK – an agile AI product team for Claude Code
Andreas Lottes released aSPARK, a Claude Code plugin that orchestrates an entire software team through a gated pipeline where every feature must clear a quality checkpoint before advancing. The project is open source under MIT and...
A 7B fact-checker beat 30B LLM reviewers and deleted no true claims
Using one language model to check another's work sounds like a natural safety layer. If a summarizer hallucinates a claim, the reviewer should catch it. A recent experiment found that this assumption holds up poorly in practice. T...
Something bugs me about AGI AI LLM, what if we back paddled 1000 year
LLMs can write code, review it, debug it, refactor it, and increasingly handle long chains of software tasks. The marginal cost of producing an intervention keeps collapsing. That is extraordinary. But it might also be quietly dan...
Ask HN: Ceremonious Architecture in Times of AI
A post on Hacker News last week asked whether large language models are about to make heavyweight architectural patterns fashionable again. The premise is straightforward: the main reason developers skip patterns like Domain-Drive...
First NetHack Ascension by an LLM
A NetHack player named CodexDelver posted a dumplog from a twelve-day run on the Hardfought server that ended in Moloch's Sanctum. The game began on September 9 and concluded on September 21, with the final map showing the lawful...
You're predictable. That's a good thing: Can personal LLMs learn your judgment?
A project called Handsdiff published results from a two-week experiment training a model to predict what a knowledge worker types next, based entirely on their screen activity. The core claim is straightforward: if a model can pre...