3 pointsby ansorre2 hours ago2 comments
  • Emarginated73an hour ago
    Great stuff!!

    It is definitely an idea discussed quite a bit on X (and in the broader AI community) as i read around.

    The core argument is that no single LLM is truly best-in-class at absolutely everything and never can it be (in the short/medium term).

    Different models have relative strengths (e.g., one excels at reasoning, another at creative writing, coding, fact-checking, or domain-specific tasks like DeFi or medical analysis).

    So, routing tasks to specialized LLMs (or combining/ensembling them) often beats forcing one generalist "do-it-all" model to handle every step.

    • ansorrean hour ago
      Exactly. The difference we’re exploring is collaboration instead of pure routing: multiple specialized LLMs sharing the same context and memory, reasoning together in real time.

      Specialization becomes a strength once models stop working in isolation.

  • DavideDL2 hours ago
    this is incredibly powerful