home.social

#expertsystems — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #expertsystems, aggregated by home.social.

fetched live
  1. Now that all the books, blogposts and articles on the internet (and beyond) have been stolen by AI companies I demand access to these databases. I want the expert systems that we have been promised in the 90s!

    #aihype #expertsystems #LLM #LLMs

  2. #Silicium logithèque 💾
    Avant #ChatGPT, il y avait GURU (MDBS ~1986)
    Système expert PC mêlant règles, base de faits et SGBD. « Introducing software with a mind of its own »

    ➡️Un jalon de l’IA symbolique

    #IA #ExpertSystems #RetroComputing #HistoireTech
    #heritage #geek #toulouse

  3. Expert systems were the bleeding edge of AI in 1970s - 1980s.

    Currently experts systems are being reincarnated as reasoning models. Experts transform their know-how to Chain-of-thought (CoT) models.

    Copying is the fastest way to learn.

    AI groups spend to replace low-cost ‘data labellers’ with high-paid experts
    ft.com/content/e17647f0-4c3b-4

    archive.ph/2NyeF

    ❝Top artificial intelligence groups are replacing low-cost “data labellers” in Africa and Asia with highly paid industry specialists, in the latest push to build “smarter” and more powerful models.

    ❝Companies such as Scale AI, Turing and Toloka are hiring experts in fields such as biology and finance to help AI groups create more sophisticated training data that is crucial for developing the next generation of AI systems.

    ❝“What these models now need is data of a real human using the models to do knowledge work, and getting feedback on when the model is failing,”

    #LLM #expertSystems #ML #LLM #AI

  4. In a lot of ways contemporary AI resembles expert systems like ELIZA. Mostly what you get out of it is as a conversation partner to bring out yr own good ideas. Maybe it'd be better to undertrain it like the original ELIZA?

    We need to be thinking about zen systems rather than literal systems. Might also save a fuck of a lot of energy.
    #AI #LLM #ExpertSystems #eliza

  5. "The problem facing the development of expert systems, that is, systems that enable a computer to simulate expert performance ... is that an important part of the expert knowledge is tacit. If experts try to articulate the knowledge they apply in their performance, they normally regress to a lower level. Therefore, according to Hubert and Stuart Dreyfus, expert systems are not able to capture the skills of an expert performer."

    #RagnarFjelland, 2020

    doi.org/10.1057/s41599-020-049

    #ExpertSystems

  6. @timnitGebru

    » However while research funding dried up and the term #AI became less used, many green shoots where planted and continued more quietly under discipline specific names:
    cognitive systems,
    machine learning,
    intelligent systems,
    knowledge representation and reasoning.

    Offshoots of these then made their way into commercial systems, such as #ExpertSystems in the #BusinessRules Management System #BRMS market. «
    blog.kie.org/2012/05/drools-5-

  7. This was an EXTREMELY interesting paper on what modern LLMs can learn from older older symbolic AI / expert system approaches to improve the validity of what those statistical models generate on their own, using the Cyc system as the contrast to the modern systems.

    arxiv.org/abs/2308.04445

    #Cyc #DougLenat #SymbolicAI #ExpertSystems #LLMs #ChatGPT #Bard #AI #KnowledgeRepresentation

  8. I have not thought of Prolog much since college but it was the language we developed #ExpertSystems in our #AI computer science class. techhub.social/@pragprog/11095