The inevitable need for an open model consortium¶

agent架构: 本文在agent方向提出的设计理念与实现路径
工程挑战: 实际落地中面临的关键问题与应对策略
data趋势: 相关技术演进方向与新兴范式

Ch01.816 The inevitable need for an open model consortium¶

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The inevitable need for an open model consortium 涉及agent领域的核心技术议题。

It’s not clear when this’ll emerge, and Nemotron (Coalition) is Nvidia’s attempt to bankroll and bootstrap this approach within a single wealthy company, but a consortium is the only long-term stable path to well-funded, near-frontier open models.
In recent months, we’ve seen a lot of turnover in open model labs, with high-profile departures at Qwen and Ai2 (my comment).
This shouldn’t be super surprising to followers of the ecosystem — it’s happened before with Meta shifting its focus away from Llama, and it’ll only happen more as the cost of trying to keep pace at the frontier of AI only increases.
The other leading labs with models available today include Chinese startups such as Moonshot AI, MiniMax, and Z.
ai — all of which look precarious on their ability to fund continued growth in the cost of training or R&D.