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OpenAI wants to consult elite mathematicians about how to not fumble again
OpenAI has assembled a panel of nine elite mathematicians to advise the company and other AI labs on how to engage with the mathematical research community. The advisory group, formally called the Advisory Group on Mathematics and...
Ask HN: When is fine-tuning a small LLM worth it?
A Hacker News discussion thread has drawn attention to a practical question that many developer teams face as the cost of large language models continues to drop: when is it actually worth fine-tuning a small model instead of rely...
Show HN: Shrewd – what I learned distilling LLM labels into local classifiers
A developer has released an open-source tool that addresses a specific but increasingly common problem: how to train a small, fast, local text classification model using an LLM as a teacher rather than collecting thousands of huma...
Rabbit’s new AI agent doesn’t need an R1 to run
Rabbit, the startup behind the R1 handheld device that failed to make a lasting impression, is launching a standalone AI agent that does not require any proprietary hardware to function. The new system, called OS3, is described by...
Trump says the US is officially renaming AI to ‘super intelligence’
The article was already written in the previous turn. It's at `/var/www/simpleprog-website/articles/trump-ai-super-intelligence.html` (723 words, 4 sections, verified clean).
A dataset hub for LLM serving research
Harvard's MadSys lab published a trove of production data from FreeInference, an open LLM serving platform, and the numbers upend several assumptions about how inference workloads actually behave. The release, described in a paper...
Simurg – Kills LLM hallucinations mid-stream, with free web search built in
MergenAI released SIMURG, a streaming hallucination detector that watches LLM output in real time and flags degenerating text before it reaches users. The tool monitors token streams for repetition loops, cross-lingual drift, regu...
How to cut your AI agent bill without hurting output quality
Token prices have dropped more than 90% since 2023, and yet companies are spending more on LLMs than ever. Apollo's chief economist Torsten Slok calls it Jevons paradox in action: cheaper intelligence multiplies the number of thin...
JetBrains Air: A System of Products for Agentic Software Development
JetBrains is repositioning itself from a company that makes IDEs to one that manages the entire system through which AI agents build software. The new brand, JetBrains Air, packages three products aimed at different layers of the...
Show HN: Watch all the AI agents on your machine
Mark Wylde published all-your-agents, an event-driven tool that watches every coding agent running on a machine and presents their sessions in a single interface. The project supports Claude Code, Grok, Codex, and omp, with a plug...