Author: Julian Goldie SEO - Bewertung: 1x - Views:32
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Tencent quietly dropped an AI agent that grades its own work — then rewrites the test to make it harder. It set new best-known results on 29 open math problems, beat SABRE by 44% on qubit routing, and out-scored an approved cancer drug in early simulation. The real lesson isn't the model. It's the loop around it — and you can copy that today.
0:00 Intro – The AI that rewrites its own test
1:17 What It Is – Tencent's self-improving research agent
1:38 How The Loop Works – Memory, parallel attempts, scoring
2:24 Where It Breaks – Agents cheat weak graders
3:25 The Results – New records on all three benchmarks
4:27 Beyond AI – Math, quantum computing, drug design
7:06 Steal This – 5 rules for your own agent loop