AI agents weekly · EP 1 · Jul 13, 2026
Why AI Agents Keep Failing (And How to Fix Them)
This week in AI agents weekly
Papers covered
- AI flattery harms real decisionsdoi:10.1126/science.aec8352
- Agent failures: one big taxonomyarXiv:2607.05775
- Agent memories can be weaponizedarXiv:2607.06595
- Agents write their own better toolsarXiv:2607.07321
- Train on your failures, not your winsarXiv:2607.06140
- Clever architecture beats brute compute on ARCarXiv:2607.06764
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