今日精读

"Claude Fable 5.1 (Max) by @AnthropicAI has landed in the Agent Arena at #1! At a $4.14 median cost per task and a +15.8% net improvement, it has reshaped the Pareto frontier! ... Users are praising it around 2x more often than the next top model."

"How we think about the 'wiki incident,' where our agents wrote to several internet sites: it's past time for us to define standards for when and how we share misalignment incidents... We're working on a framework and will share it in upcoming weeks."

"Astra was probably our biggest competitive advantage while it wasn't generally available. Since we've had it our productivity jumped so much that we shifted some of our plans 6 months ahead and will ship them at DevDay instead of mid next year."

"Introducing off-peak hour token rates. DeepSeek-V4-Flash and Pro are now half price outside of 12:00 to 18:00 UTC on weekdays (5am-11am pacific), and all day on weekends! Off-peak pricing will be available soon for more models."

"I've tried for weeks now to build my own @ScrapingBee and repeatedly AI has now told me that it can't do it... even with residential IP proxies and solve CAPTCHA services and OpenSERP scraper it won't do it well for thousands of queries, it just gets blocked. So I will keep paying them $99/mo."

"Custom Agents are now available via MCP." / "Claude Fable 5.1 and GPT-6 Astra are now in Notion (okay, that one's AI)."

"it is obviously trivial relative to everything else, but the fact that astra can make me whatever fun little game i can imagine and i can be playing it a few minutes later is so cool"

"GPT-6 Astra is now available to all Pro, Enterprise, and Business Premium users in Work/Codex, and is available in the API. We will start rollout to Plus and Business users next."

"You stop optimising for money but instead focus on scale / relevance / cultural influence... you become your own VC, making asymmetric bets with your accumulated capital: you can kill the paywall, maximise network growth and figure monetisation out later."