2026-02-11
For the past year I always get asked “How will [insert role] change?” My response has been what this article says. It's the wrong question to ask. It's a complete waste of energy. You have to be investing everything you can around learning and relearning how to use AI.
Matt Shumer
GPT-5.3-Codex and Claude Opus 4.6 can meaningfully contribute to the improvement of AI models, a sign of what's coming for most knowledge work within five years
Think back to February 2020. — If you were paying close attention, you might have noticed a few people talking about a virus spreading overseas.
For the past year I always get asked “How will [insert role] change?” My response has been what this article says. It's the wrong question to ask. It's a complete waste of energy. You have to be investing everything you can around learning and relearning how to use AI.
The Decoder
OpenAI updates ChatGPT's deep research tool with GPT-5.2, a full-screen report view, an option to focus research on specific websites, and search interruption
The feature now runs on the new GPT-5.2 model, as OpenAI announced on X. A key addition is that users can connect apps to ChatGPT and—potentially very useful—search specific websit...
For the past year I always get asked “How will [insert role] change?” My response has been what this article says. It's the wrong question to ask. It's a complete waste of energy. You have to be investing everything you can around learning and relearning how to use AI.
Sources
Q&A with Fidji Simo on ChatGPT ads, OpenAI's efforts to ship a new model soon to end Sam Altman's Code Red, Anthropic's Super Bowl ads, Sora, Codex, and more
How ads in ChatGPT will work, what will end the Code Red, those Anthropic attack ads, working with Sam Altman, and much more...
2026-02-06
OpenAI's Frontier platform is a bigger deal than the attention it will probably get. Though I expected Anthropic to be the one to launch it. Shared business context in an agentic work world is a massive problem, and the platform that solves it will have large network effects.
The Verge