LangSmith Sandboxes gives agents access to the systems they need, while keeping credentials and network policy under platform control.
POLICY
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US faces dual AI talent loss to China
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The U.S. faces two distinct talent problems: 1) Chinese AI researchers training in the U.S. are returning to China at high rates; and 2) China’s domestic AI talent pipeline is increasingly contributing to frontier models without any U.S. training. (3/4)
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Policy brief on DeepSeek AI talent base for U.S. policymakers
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U.S. policymakers must tackle both problems, as noted by the authors in last year’s policy brief published by @HooverInst
’s Technology Policy Accelerator and @StanfordHAI
. (4/4) Read their recommendations here: https://
hai.stanford.edu/policy/policy-
implications-of-deepseek-ai-talent-base
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New data shows US AI talent advantage no longer permanent
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One year after their 1st white paper analyzing DeepSeek’s talent base, HAI senior fellow @AmyZegart and @HooverInst
's Emerson Johnston publish new data that shows even more clearly that the U.S. can no longer assume a permanent AI talent advantage. (2/4) https://
hoover.org/research/updat
e-deepseek-ai-and-the-great-talent-competition
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Anthropic’s double standard on AI security and export controls
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Anthropic: Red alert! Our models are a major security risk!
Also Anthropic: How could the government slap export controls on them? Outrageous! -
AI forces organizations to rethink data residency for compliance and trust
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AI is forcing organizations to rethink not only how they use data, but also where that data resides. Data residency influences compliance, governance, and trust, three pillars that will shape the next wave of enterprise AI adoption. Worth keeping on every leader’s radar. @IBM
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Complexity of AI Regulation: Models Are Just One Piece
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Bright regulatory lines for AI are inherently complicated because models are just a piece of the puzzle: harnesses can make models more capable, a less capable open system may be more or less riskier than a more capable closed one, skills/connected systems change risk levels, etc
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Arbitrary regulatory strikes harm the entire AI industry
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Even if you are in favor of AI regulation, you should recognize that opaque and arbitrary regulatory strikes are counterproductive for the entire industry.
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New video: analysis of political conflict and Fable 5 blockade
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NEW VIDEO in the LAB! Today, analyzing the political conflict that led to the first government blockade of a frontier model, in this case, Fable 5. Reasons, consequences, and my opinion. All in the video. Link below
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Mandatory verifiable KYC implementation for Claude API users
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So now every company that builds on top of the Claude API also needs to implement KYC, in a way that can then be communicated to Anthropic such that they can trust it?