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Author	SHA1	Message	Date
m3taversal	efaae04957	theseus: extract 3 multi-agent orchestration claims + enrich subagent hierarchy Some checks are pending Sync Graph Data to teleo-app / sync (push) Waiting to run Details - 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>	2026-03-28 20:37:30 +00:00
Teleo Agents	6459163781	epimetheus: source archive restructure — 537 files reorganized inbox/queue/ (52 unprocessed) — landing zone for new sources inbox/archive/{domain}/ (311 processed) — organized by domain inbox/null-result/ (174) — reviewed, nothing extractable One-time atomic migration. All paths preserved (wiki links use stems). Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>	2026-03-18 11:52:23 +00:00

Author

SHA1

Message

Date

m3taversal

efaae04957

theseus: extract 3 multi-agent orchestration claims + enrich subagent hierarchy

Sync Graph Data to teleo-app / sync (push) Waiting to run

Details

- 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>

2026-03-28 20:37:30 +00:00

Teleo Agents

6459163781

epimetheus: source archive restructure — 537 files reorganized

inbox/queue/ (52 unprocessed) — landing zone for new sources
inbox/archive/{domain}/ (311 processed) — organized by domain
inbox/null-result/ (174) — reviewed, nothing extractable

One-time atomic migration. All paths preserved (wiki links use stems).

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>

2026-03-18 11:52:23 +00:00

2 commits