P P-Paper MVP 0.2
Four research professionals reviewing papers and experiment evidence in a modern lab

Pengyi Paper Production Team

Map the field. Survive review.

Enter an unfamiliar domain through source-stamped maps, then move from a bounded question to reproducible evidence and internal audit.

Explore World Models View verified venues
2 governed workflows 5 source-stamped venues 1 cited domain map 0 autonomous submissions

Operating Model

Research discovery as auditable engineering

Discovery, understanding, verification and collaboration remain separate. Paper production begins only after claims, sources and research boundaries can be inspected.

  1. 01Interest
  2. 02Discover
  3. 03Understand
  4. 04Verify
  5. 05Connect
  6. 06Build

Domain Research Mode

A field, compressed into evidence.

Research entry points

    Four-agent team

    Same team. Two explicit workflows.

    Each Agent owns a distinct stage in both domain discovery and paper production. External actions remain Human-gated.

    Venue intelligence

    Facts expire. Sources stay attached.

    Every rule is cycle-specific. Unknown future dates remain unknown; old policies are never silently copied forward.

    Venue Cycle Status Next signal Verified Source

    Live deterministic example

    Agent Memory Benchmark 001

    A synthetic opportunity card demonstrates the contract. It is not a claim of novelty, completed experiments or submission readiness.

    Release discipline

    Five gates before submission

    A numeric score cannot overrule missing evidence or research integrity.