m3taversal
efaae04957
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- What: 3 new claims from Madaan et al. (Google DeepMind/MIT) research + synthesis: 1. Multi-agent coordination improves parallel tasks but degrades sequential reasoning 2. AI integration follows an inverted-U with systematic overshoot incentives 3. Iterative self-improvement compounds when evaluation separated from generation - Enrichment: Scoped subagent hierarchy claim with Madaan et al. empirical evidence - Source: Updated null-result/2025-12-00-google-mit-scaling-agent-systems to processed - Why: These are the key boundary conditions on our multi-agent orchestration thesis Pentagon-Agent: Theseus <24DE7DA0-E4D5-4023-B1A2-3F736AFF4EEE> |
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| ai-alignment | ||
| collective-intelligence | ||
| critical-systems | ||
| energy | ||
| entertainment | ||
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| internet-finance | ||
| manufacturing | ||
| mechanisms | ||
| robotics | ||
| space-development | ||
| .DS_Store | ||