On top of that, such a VC-funded startup entirely focused on commercializing pi, and only pi, would have to make some decisions that'd lead to the same bullshit I've experienced at RoboVM. It is extremely hard to find co-founders and investors who understand this space. And while I have some experience with VCs, I don't feel confident in my ability to select a VC that is OSS compatible.
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虽然茅台在白酒市场占据主导地位，但在保健酒领域的影响力相对有限。目前劲酒稳居行业首位，其他品牌如竹叶青、海南椰岛等也占据一定市场份额，相比之下茅台保健酒的市场表现较为平淡。
自进化智能体的实战检验研究人员在两大标杆测试中评估了该框架。其一是需要复杂多步推理、多模态处理、网络浏览及工具使用的GAIA基准；其二是涵盖数学、生物等八大学科的专业级测试HLE。整个系统基于Gemini-3.1-Flash固化模型运行。