Ideas on AI, Data, Science, Finance, and Life
AI writes 10x the code a human can review. The fix isn't a faster model -- it's context construction. Fractelier v3.0 makes the code's own structure -- the scope tree -- the subject of the system.
AI writes 10x code per day, but humans can only review 2-3 PRs. The bottleneck isn't model capability -- it's context construction. PM-DELTA is our answer.
GPUs, electricity, and talent will keep growing. The only resource getting thinner is high-intelligence-density human data -- and the biggest labs know it.