Commit Graph
2 Commits
Author SHA1 Message Date
Omar SobhandClaude Opus 4.8 15f187e031 paper §7.1: live results on claude-sonnet-4-6 (real model + real judge)
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Ran the comparison harness end-to-end against a production model with an
LLM-judge, deployed live: debate wins quality (0.840, ~3x tokens), pipeline is
best value (0.790, cheapest), swarm is strictly dominated. Efficient frontier
{debate, pipeline}; the ranking changes vs the offline proxy — confirming
topology is a measurable quality/cost lever with §5 authority-invariance intact.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
2026-06-16 21:36:31 -07:00
Omar SobhandClaude Opus 4.8 2621e97ad2 docs(paper): draft "Dynamic Agentic Topologies"
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Working draft consolidating the platform: thesis, related work (ADAS/Darwin-
Gödel/SwarmAgentic + Autonomous Organizational Evolution), the topology model +
classifier, the safe-execution result (authority is topology-invariant — the §15
contract holds across any topology because the orchestrator only sequences safe
turns), the comparison harness + Pareto + workflow-of-topologies, preliminary
offline results, limitations/future (real-model runs, evolution), and a
reproduction section. Empirical tables are offline/illustrative placeholders.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
2026-06-15 21:10:19 -07:00