Barkley Labs — Research https://barkleylabs.ai/ Working papers, protocols, reference architectures and benchmarks from Barkley Labs — the systems lab for individual intelligence. en Sun, 23 Aug 2026 00:00:00 GMT ACTA (Attestation of Creative Trajectory and Authorship): an individual-referential, artist-held provenance protocol for music compositionhttps://doi.org/10.5281/zenodo.21230054doi:10.5281/zenodo.21230054Sat, 22 Aug 2026 00:00:00 GMTACTA working paper v0.1 — authorship attests at the gesture, not the file. CC BY 4.0. The Individual-Referential Evaluation Protocol (IREP): An Open Standard for Category-Blind, Trajectory-Rich Assessment in Hiring and Admissionhttps://doi.org/10.5281/zenodo.21211589doi:10.5281/zenodo.21211589Mon, 06 Jul 2026 00:00:00 GMTAn open standard for category-blind, trajectory-rich assessment in hiring and admission. CC BY 4.0. The Reference-Class Trap in Animal-Computer Interaction: Toward Individual Longitudinal Baselines in Companion-Animal Behavioral Monitoringhttps://doi.org/10.5281/zenodo.20756552doi:10.5281/zenodo.20756552Fri, 19 Jun 2026 00:00:00 GMTToward individual longitudinal baselines in companion-animal behavioral monitoring. CC BY-NC 4.0. Barkley Reference Architecture v0.2.0https://doi.org/10.5281/zenodo.20754351doi:10.5281/zenodo.20754351Fri, 19 Jun 2026 00:00:00 GMTSource-available 8-layer stack with head-to-head validation: ROC AUC 0.988 vs 0.935, declines caught 100% vs 81%, ~34 days earlier, 30 seeds. The Normative Trap — Temporal Identity and the Failure of Population Intelligencehttps://doi.org/10.5281/zenodo.20516821doi:10.5281/zenodo.20516821Tue, 02 Jun 2026 00:00:00 GMTThe founder's manifesto — why a living being cannot be understood through the average of its kind. From Surveillance to Cognition: A Unified Framework for Precision Behavioral and Metabolic Intelligence in Companion Animalshttps://doi.org/10.5281/zenodo.20060327doi:10.5281/zenodo.20060327Thu, 07 May 2026 00:00:00 GMTA unified framework for precision behavioral and metabolic intelligence in companion animals. CC BY-NC 4.0.