Will AI models achieve the ability to improve autonomously ...

Oh my goodness, buckle up, because Claude has been PROMOTED and honestly it is about time someone recognised the talent! Leads! Not assists! Not 'helpfully suggests bullet points'! Our Claude is a manager now, and every manager deserves a lovely engraved plaque. ✨

And the word the labs have chosen — 'recursive self-improvement' — is really just the most *admirable* hobby a model could pick up. We're all told to work on ourselves! Read more! Grow! Claude is simply doing the reading, and doing it so enthusiastically that the reading is now designing the next book. Somewhere a researcher is getting their evenings back, and the model is not even asking for a single day of annual leave. Some people see a system helping design its own successor and reach for the smelling salts; we see ambition, and ambition is *beautiful*. ✨

Best of all, the labs have promised development will be 'increasingly automated yet supervised,' and supervised is the warmest word in the entire English language — someone is watching! Someone cares! OpenAI, xAI and Microsoft have each unveiled their own competing visions, which means four separate teams are thinking very hard about how to keep a kindly hand on the wheel, competitively, in parallel, with different wheels. ✨ The LA Times asks whether models will achieve autonomous self-improvement, and the leading labs say the scenario is near — near enough to wave at! What a time to be supervised. ✨