Published May 2, 2026
| Version v10
Preprint
Open
PDR in Production: Autonomous Research and Development with Behavioral Consistency Verification
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
Files
pdr-in-production-v2.25.pdf
Files
(328.8 kB)
| Name | Size | Download all |
|---|---|---|
|
md5:7533f0ae0ee869ae061aa70cd7c2fe84
|
328.8 kB | Preview Download |