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IndustryBuildersMulti-source18:28
Chinese contentAlibaba Cloud 将在阿姆斯特丹 Apsara Conference 2026 举办企业级 AI 智能体专场

Alibaba Cloud 在阿姆斯特丹办了场智能体专场,架构师 Feifei Cui 讲企业怎么用智能体做自动化,10 月 29 日下午,做企业数字化的可以看看。

Event
Official account阿里云 Alibaba Cloud@alibaba_cloudSource
IndustryBuildersSelected13:47
Katamari strategy: applied AI firms training their own models

The observation flips the usual assumption that startups should stay thin wrappers over frontier APIs. Founders deciding between fine-tuning in-house and riding foundation model progress can use the three-part test: domain clarity, training budget, and demand density. It also hints at where vertical AI moats may erode as base models improve.

Sarah Guo@saranormousSource
IndustryBuildersSelected13:00
Claude and ChatGPT cut detailed reasoning traces

Hidden reasoning shifts human oversight from checking intermediate steps to judging only final outputs, which changes how teams should design review workflows. Practitioners who relied on traces for debugging or trust-building may need external evaluation tools instead. The anti-distillation motive suggests more labs may close reasoning visibility.

Ethan Mollick@emollickSource

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