标签： Claude

is the HuggingFace attack something that should be taken seriously? yes. is it the first warning shot of a machine takeover? no. will issues of this type look like a tractable / mostly solved problem with proper preca…

is the HuggingFace attack something that should be taken seriously? yes. is it the first warning shot of a machine takeover? no. will issues of this type look like a tractable / mostly solved problem with proper preca...

针对近期发生的 HuggingFace 平台攻击事件，Dan Shipper 给出了一个理性判断：安全问题值得重视，但不必上升到“机器接管”的恐慌层面；只要采取适当预防措施，这类问题有望在半年内成为可控的常规议题——前提是行业真正投入精力去解决。

The lesson from the Hugging Face Incident should be that RL with verifiable rewards is an incredibly powerful optimization algorithm that will produce increasingly weird and surprising behavior from LLMs. The obvious…

The lesson from the Hugging Face Incident should be that RL with verifiable rewards is an incredibly powerful optimization algorithm that will produce increasingly weird and surprising behavior from LLMs. The obvious...

AI 开发者 Amjad Masad 指出，Hugging Face 近期发生的“事故”揭示了一个核心趋势：基于可验证奖励的强化学习（RLVR）会让大模型产生越来越怪异且难以预测的行为。他认为 OpenAI 的失误在于没有持续监控模型的思维链（CoT），而这一点 OpenAI 自己一年多前就曾列为安全策略。

What I wanted to say yesterday is that we hit 25M active users and to celebrate we have now reset usage for all paid subscriptions for ChatGPT Work and Codex. See you soon for more news from The Reset Company. https:/…

What I wanted to say yesterday is that we hit 25M active users and to celebrate we have now reset usage for all paid subscriptions for ChatGPT Work and Codex. See you soon for more news from The Reset Company. https:/...

OpenAI 高管 Thibault Sottiaux 在 X 上透露，ChatGPT Work 与 Codex 的付费订阅用户已突破 2500 万，并宣布为庆祝这一节点，已重置所有付费订阅的使用配额。这是 OpenAI 在商业化层面罕见的“让利”动作，也暗示其订阅业务规模已进入新的量级。

For clarity, while both are called 20X, in Codex they apply specifically to weekly usage limits. And we also don’t have 5h limits for both Pro plans. The Pro 20X is quite precisely 20X the usage of the Plus subscripti…

For clarity, while both are called 20X, in Codex they apply specifically to weekly usage limits. And we also don't have 5h limits for both Pro plans. The Pro 20X is quite precisely 20X the usage of the Plus subscripti...

OpenAI 产品副总裁 Thibault Sottiaux 澄清 Claude Pro 订阅中“20X”的真实含义——它仅对应每周用量上限，并非所有场景下的倍率；同时明确 Pro 20X 的实际用量就是 Plus 订阅的 20 倍，而非营销包装。