Proofline · Research Labs

What changeswhen a lab records reasoning?

The observable shift is not speed. It is that conclusions stop being re-litigated.

  1. SeedRL0

    How do labs keep continuity across rotations?

  2. FindingRL1

    Handover documents describe the protocol, not the judgement.

    SupportFair
  3. FindingRL2

    Negative results are the first thing to go unrecorded.

    They carry the highest reuse value and the lowest publication incentive.

    SupportHighConfidenceHigh
  4. HypothesisRL3

    If failed paths are recorded as cards, repetition falls.

    ConfidenceFair
  5. EvidenceRL4

    Across six pilot labs, duplicate investigations fell by roughly a third.

    SupportFairConfidenceFair
    • Pilot cohort · 6 labs · 9 monthsDuplication measured against a pre-adoption baseline of tracked investigations.
  6. SynthesisRL5

    A lab's memory should outlive its members.

    SupportHighConfidenceHigh