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Mind the Gap: How OSC Turns Agent Chatter into Compound Intelligence

Multi‑agent LLMs work great on paper and go sideways in practice. We over‑select experts, flood the channel with verbose thoughts, and then pray a meta‑LLM can stitch it all together. OSC (Orchestrating Cognitive Synergy) proposes a missing middle: a learned orchestration layer that constantly models what each agent knows, spots “cognitive gaps,” and then tells agents how to talk—what to say, to whom, and at what level of detail—before the aggregator votes. ...

September 11, 2025 · 4 min · Zelina