#agentic-ai

Your support bot does not need a PhD. Most production AI work is repetitive, narrow, and latency-sensitive, which is exactly where a 3B to 14B parameter model wins on cost, speed, and privacy. NVIDIA Research now argues the same thing in a paper, and the pricing backs it up.

Daron Acemoglu's new MIT paper proves there's an optimal AI accuracy, and it's not 100%. The knowledge-collapse equilibrium hinges on one parameter: how elastic human effort is. A separate MIT EEG study and three behavioral RCTs say it's elastic enough to worry about.