Fragments: September 1
paste in some text, or a URL, and it will flag various patterns common to LLMs. I'm old enough to see all sorts of new tic-phrases appear, and in the past would just chalk it up to youngsters or airport business books.
Useful takeaways from this story.
paste in some text, or a URL, and it will flag various patterns common to LLMs.
AVO is designed to preserve progress beyond a single model context.
I'm old enough to see all sorts of new tic-phrases appear, and in the past would just chalk it up to youngsters or airport business books.
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The useful part
paste in some text, or a URL, and it will flag various patterns common to LLMs. I'm old enough to see all sorts of new tic-phrases appear, and in the past would just chalk it up to youngsters or airport business books. (Not to mention Americanisms, which I'll get used to momentarily.) ❄ ❄ ❄ ❄ ❄ NVIDIA's technical blog reports on an Architecture for Long-Horizon Autonomous Agents.
How it works
- Their research group used a combination of Claude Opus 5 and a harness called AVO, and used it first to do GPU kernel optimization and then a broader reasoning benchmark (ARC-AGI-3).
- Both of these were long-term tasks, for the kernel optimization the agent ran for seven days.
Details worth keeping
Like many readers, I'm wary of AI generated prose. Simon Wilison has written an LLM cliché highlighter. It references a wikipedia page of signs of AI writing.
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