FLOSS virtualization hacker, occasional brewer

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Joined 3 years ago
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Cake day: June 9th, 2023

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  • I think the article is over complicating things. I work in a project which is heavily forked for a variety of reasons. While it’s academically interesting to look at the reasons for those downstream forks we have no interest in going to the considerable effort of tracking them all.

    If you can take a project and use an LLM to enable your niche use case then more power to you. FLOSS was never about ensuring all patches flow upstream.


  • It’s not entirely unexpected, all the AI companies have been heavily subsidising inference to get customers.

    I don’t use Codex but I’ve been experimenting with ECA and I can track my token API costs across Gemini and Anthropic. I’m mostly using Gemini and a heavy days usage would be £1.50 in API costs and I’m certainly not doing that every day. I have to wonder if these Codex users are conscious of how many tokens they are burning underneath or just YOLOing everything until the computer says no?

    ECA allows you to mix and match models to sub-agents and I could certainly see me offloading some tasks like code exploration to a locally hosted models and saving the expensive reasoning tokens for planning.





  • It seems the term AI is now synonymous with hallucinating Large Language Models in the general publics head. There is a whole field of machine learning where you can get statistically useful results with various techniques. Alpha Fold is a good example where real progress has been made on finding protein folding solutions that older brute force algorithms are just too inefficient to explore the state space.

    This paper is taking about a new ML model for classifying planetary systems that out performs previous data processing pipelines. It’s called statistical validation because it is inherently a numbers game. The paper goes into lots of details about how they calculate false positive rates and compare it to previous approaches. The point is not to definitely identify individual systems but to classify the distribution of system types in the large amounts of data the modern surveys are generating.










  • Alex@lemmy.mltoPhilosophy@lemmy.worldAbout Will
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    1 year ago

    I suspect we don’t know enough about the mechanics of consciousness yet to determine what free will really means. We certainly know enough about psychology to understand predispositions to make certain choices and humans as a group are fairly predictable.