Yesterday AI made me three books on AI and a 24-slide deck on my AC rental business.
I've learned almost none of it yet.
AI made producing knowledge free. It didn't make absorbing it free.
The bottleneck moved from output to the hours you spend testing one idea.
@dkundel This is how I actually work. One layer keeps the project thread alive, another changes the code. Competing tools is a take. Complementary layers is the workflow.
@amasad Labs training replacements for their own specialists. Same pattern as the ops hire who automates his own job, except the loop is faster and the job is cognition itself.
@amasad@alexatallah Model routing is the boring layer that lets solo builders ship without marrying one lab. When prices and quality flip weekly, specialization beats loyalty.
@emollick Sovereignty that still sits on someone else's logits is branding. Real leverage is owning the evals and the data you care about, not the base weights.
@ottleyai Ops agents taught me this: memory you can't audit is just drift. I'd rather have a markdown file the agent updates than a vector store I can't explain when it goes weird.