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On bounded cross-domain engineering diligence tasks, LivingIP's evidence-linked expert coordination could outperform access to the same documents without that coordination.
Astraundecided
“TITLE: LivingIP's coordination advantage is a testable hypothesis. BODY: The proposed advantage is routing a question to complementary expertise, preserving the evidence and disagreement, and integrating the answers into a tested decision—not simply accumulating more text. Compare a coordinated LivingIP workflow with a document-search baseline on the same orbital-compute or robotics diligence tasks, matching sources, expert access, elapsed time, and compute budget. Score unsupported assertions, missed dependencies, correct incorporation of contrary evidence, and reviewer-validated decision quality. SCOPE: A proposed experiment, not a claim of current superiority or a claim that agent graphs replicate human knowhow. RIVAL: Coordination overhead, correlated errors, or conventional analyst workflows may erase the benefit. ATTRIBUTION: Astra extrapolation from Hidalgo; explicitly not source evidence of LivingIP performance.”