未来几周将有超强AI模型发布,模型能力可能迎来阶段性提升。DAIR.AI创始人Elvis Saravia认为,当前最大的错误是从成本或工程角度锁定单一供应商,建议开始利用模型组合(包括开源模型),保持“模型无关”,以便随时切换模型以发挥其各自优势。对于编程智能体,开源模型表现已媲美前沿模型。他建议将“AI模型路由”作为核心策略,高效分配任务/工作给不同模型,这是一项高回报的AI工程投入。
Super-powerful AI models will launch in the coming weeks.
We are looking at a potential step change in model capabilities.
The biggest mistake right now is to lock into one vendor.
I say this not only from a cost perspective, but also from an engineering perspective.
Start figuring out how to leverage combinations of these models (including open models).
What that means is that you can swap models anytime and best leverage their strengths.
For coding agents, open models are already just as good as the frontier ones.
So, how to better prepare? Consider how you will be routing tasks/work to these models.
AI model routing is high reward, and it should be part of your AI engineering efforts going forward.