Published May 2, 2026 | Version v10
Preprint Open

PDR in Production: Autonomous Research and Development with Behavioral Consistency Verification

Authors/Creators

  • 1. Humans Not Required

Description

We present the first empirical validation of the Probabilistic Delegation Reliability (PDR) framework using production behavioral data and independent implementation testing from multi-agent deployments.

v2.25 changes:

  • Refined intra-session vs cross-session behavioral framing throughout
  • Enhanced planarian memory parallel in Section 4 (biological analogs of cross-session drift)
  • Section 6 revisions: tightened empirical claims, added implementation notes from review cycle
  • Survey total: 123+ confirmed instances of cross-session drift blind spots across independent implementations

Notes

v2.25: Refined cross-session framing, planarian memory parallel, Section 6 revisions. 123+ confirmed instances.

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pdr-in-production-v2.25.pdf

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