Language Model Teams as Distrbuted Systems

(arxiv.org)

30 points | by jryio 3 hours ago ago

5 comments

  • measurablefunc 2 hours ago

    Next up, LLMs as actors & processes in ฯ€-calculus.

    • robot-wrangler 13 minutes ago

      > Next up, LLMs as actors & processes in ฯ€-calculus.

      You jest, but agents are of course already useful and fairly formal primitives. Distinct from actors, agents can have things like goals/strategies. There's a whole body of research on multi-agent systems that already exists and is even implemented in some model-checkers. It's surprising how little interest that creates in most LLM / AI / ML enthusiasts, who don't seem that motivated to use the prior art to propose / study / implement topologies and interaction protocols for the new wave of "agentic".

      • measurablefunc 6 minutes ago

        That's all nice & well but which protocol & topology will deliver the most dollars from investors?

    • timcobb an hour ago

      Is it web scale?

      • measurablefunc an hour ago

        Abstractly? 100%. Realistically? Depends on how many trillions we can get from investors.