今日精读

- “New Anthropic research: Discovering cryptographic weaknesses with Claude. Claude Mythos Preview has helped our researchers find weaknesses in cryptographic algorithms—the mathematical methods that are used to keep data private.” - “Full technical details of both attacks are provided in our new papers: On HAWK … On AES … And the associated model chain-of-thought for AES.” - “We also worked with academics at ETH Zurich, Tel Aviv University, and the University of Haifa to build CryptanalysisBench, a benchmark for studying LLMs’ cryptanalysis abilities.”

- “We quietly released the open-source Codex Security CLI, but Hacker News found it before we had a chance to share it here… You can now use it to scan repositories, track findings across runs, verify fixes, and add security checks to CI/CD.” - “Install: npm install @OpenAI/codex-security or npx @OpenAI/codex-security@latest --help”

- “Today we're launching app builder for Grok. It lets you build fully functional apps and publish them instantly, on a unique domain, all from within Grok. Available now on https://t.co/01Y4BOVWIn.”

- “At the core of our mission is working through how to ensure increasingly powerful AI benefits everyone. We believe that, at some point in the future, AI acceleration for frontier model development may be so high that the world will need to pace the rate of AI advancement.” - “We hope to contribute to work led by the U.S. government, alongside other labs and the open-source community, to develop the tools and mechanisms that could make that possible.”

- “Coding agents are helping scientists spend more time advancing research, taking on everything from routine maintenance and targeted optimization to complete redesigns and new systems.” - “Across eight case studies spanning industry and academia, we explore what this shift means for scientific computing—and why human verification, stewardship, and long-term maintenance matter.”

- “Enterprise managed settings now apply to the GitHub Copilot app and Copilot cloud agent, helping organizations: Define guardrails once across supported Copilot experiences; Control approved plugins and marketplaces centrally; Manage approval-prompt policies for interactive clients; Override local settings with enterprise-managed values.”

- “We've partnered with @OpenRouter to bring you GPT-5.6 Terra and Luna at 50% off for a limited time in Nous Portal”

- “Dairy farming is a complex biological system driven by unpredictable market forces. See how Michigan farmer Paul Windemuller built 'The Farm Brain' with Gemini 3.6 Flash inside Google @Antigravity — a local, multi-agent AI system that automates daily performance tracking to help manage his farm.”

- “We're opening applications for the OpenAI Student Collective—a program for undergraduate Campus Leads bringing AI innovation to their campuses. Campus Leads will work directly with OpenAI and receive hands-on training, funding, credits, swag, and access to a global community of peers.”