今日精读

"Today we're releasing data on models accelerating research at OpenAI. Recursive self-improvement could be the most important contributor to AI capabilities over the next few years, but by default it will only be seen inside a few frontier AI labs. Being transparent is more urgent than ever... I ask other AI companies to do the same."

"We've made some improvements that improve usage on the long tail for power users of Astra when logged in with your ChatGPT account. No change in quality and a pure win that on the long tail can result in up to 3-4X less usage being drawn from the subscription."

"To calibrate you all on which reasoning effort to use for Astra, know that GPT-6 Astra on low performs better than GPT-5.6 Sol on high. If you were using high reasoning efforts with Sol and were happy, I suggest you move down to low or medium for Astra."

"✨ Added an MCP and API endpoint now... They operate pretty much the same but one you can put in your clanker! You can also add trips via POST on /api/trips or via /mcp... Agent ready 😊"

"Great idea so I added it to Hoodmaps... Hoodmaps tags inside the map so you can book a hotel in the right place 😊"

"A few improvements from this week (that aren't all AI)... Claude Fable 5.1 and GPT-6 Astra are now in Notion (okay, that one's AI)."

"A tiny coding helper that fixes software bugs automatically, using just 100 lines of code. - Solves 74% of real-world programming tasks. - Works with any coding model you choose. - Runs in safe, isolated test environments."

"Want to get comfortable writing Rust code? This project pairs simple exercises with the official Rust book, giving beginners a hands-on way to practice as they learn the basics."