GPT-5.6 Terra 与 Luna 加入 Agent Arena,测试时缩放在小模型上效果显著
GPT-5.6 Terra and Luna (xHigh variants) have joined Sol in Agent Arena! ... At Low, Terra dips flat and Luna falls -5.1% below baseline. ... More reasoning effort on a cheaper model can out-perform a pricier one running lean. Also notable: how steep Luna's curve is: test-time scaling is highly effective on smaller models.
Kimi K3 is now in Notion. Hosted by Fireworks, a US-based provider. / Kimi K3 is now in Cursor! It scores close to the frontier on CursorBench. It's available on US-based inference thanks to our partners Fireworks, Together, and Baseten. Zero Data Retention is also supported.
Elon Musk 加入 NVIDIA 发起的 Open Secure AI Alliance,任创始成员
Proud to join @nvidia as a founding member of the Open Secure AI Alliance. Defenders need open tools, collaboration, and transparency to secure AI agents and systems. And customers want the ability to choose the best open or closed models.
实用点
该联盟旨在建立安全的 AI agent 和系统开放标准。CS 安全与基础架构 team 应关注后续工具输出,联盟成员包括 NVIDIA、xAI(Musk),开放协作意味更强的社区安全方案。
For ChatGPT Enterprise customers, enroll by August 21, and each teammate who tries Work for the first time within two weeks gets up to $200 in credits, valid for 14 days.
实用点
如果你所在的团队已使用 ChatGPT Enterprise,可以赶在截止日期前使用 Work 功能免费试用,适合评估 agent 工作台的企业开发者。
Get comfortable with change... Reduce the gap between your taste and your actual skills... Increase your luck surface area... Take more shots on goal... Accept that you can’t predict or control the future.
实用点
对 CS / agent 独立开发者是实用的心态指南,尤其强调“编码正变得商品化,思考新机会”,呼应 AI 降低软件构建门槛的趋势。
真实案例:非技术人员用 Claude Code 本地开发并一键部署到 Netlify + Supabase
Gf didn't ask me anything and made an entire app in Claude Cowork locally... Claude Code deployed it on Netlify with Supabase without her knowing anything about that and I didn't help her. All she did was give Claude Code her Netlify API key!
实用点
再次验证 AI agent(Claude Code)从零构建到部署的完整链路,强烈推荐给想用 AI 加速原型开发的工程师或非技术合作者。案例具体:本地 Claude Cowork + Claude Code + Netlify + Supabase。