Three AIs, One Terminal: How I Built Cross-Model Live Collaboration
I asked Claude Code about the pane orchestrator. Then I asked OpenAI Codex the same question, without giving it any context about pane awareness. Codex gave me a detailed technical breakdown: the 5-phase heartbeat cycle, the KL divergence invariants, the security patches from last week, the bridge file schema. Everything.
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Extracted abstract or opening context
Promotion decision
What has to happen next
Keep in the searchable backlog until it intersects a live paper or system.
Why this is not always a full paper yet
Corpus pages are public-safe readers for discovered workspace artifacts. They are not automatically final papers. A corpus item becomes a polished paper only after the editable source, evidence checkpoints, references, figures, render path, and release status are attached through the paper schema.