评论：用 GPT 和 Claude 做自动化 AI 研究频遭误拒，开源模型才是出路
Own your intelligence stack, folks! We've reached the point where it's simply not possible to do re...
做自动化研究的朋友看看，GPT 和 Claude 老误拒请求，作者劝你别锁死在厂商上，试试开源模型自己搭一套。
omarsar0 发文称，用 GPT 或 Claude 搭建自动化研究循环时，经常被模型层和框架层的不准确拒绝打断，两家厂商的分类器问题长期未修复。他认为依赖闭源厂商的企业难以保持在前沿，建议自建从框架、训练到部署的完整智能栈。他判断开源模型是唯一可行路径，不少公司已开始自研并自服务模型。
Own your intelligence stack, folks! We've reached the point where it's simply not possible to do re...
Own your intelligence stack, folks! We've reached the point where it's simply not possible to do reliable groundbreaking AI research (using autoresearch loops) with GPT or Claude. I constantly get hammered with inaccurate refusals. This is sad! They should at least spend time fixing their classifiers. But over the last year, I've learned to build my own thing and own more of the intelligence stack. My advice: never lock yourself into any of these vendors if you really care about your business and customers. Imagine trying to stay at the frontier and depending on these models. You simply won't be able to. They'll refuse requests (at the model and harness layer), and that will hurt you profoundly. If you run a small research lab, or even plan to do minimal research (we all should be trying to) in the future (with RSI pipelines) for your business, you need to get this part right. Many companies have already realized this and have started building their own intelligence stack. From the harness to training and serving their own models. It's not easy, but it is the way. It's very clear to me that open-source models are truly the only path forward. 💬 28 🔄 3 ❤️ 33 👀 2153 📊 28 ⚡
