Abstract
The present disclosure relates to computer-implemented systems and methods for establishing, operating, controlling and terminating evaluation functions within autonomous, multi-agent, distributed and cross-organizational computing environments. An evaluator comprises one or more software, hardware, computational, human-assisted or hybrid functional components
configured to assess proposed actions, operational plans, evidence, actual outcomes, policy compliance, risks or continuation conditions under a defined authority context. An evaluator may be deployed locally, remotely, centrally, distributively or within shared computing infras-tructure without requiring a particular physical location or organizational affiliation. Illustra-tive forms include ephemeral evaluators instantiated for individual tasks, phases, transactions or projects; persistent evaluators serving multiple separately governed tasks; and hybrid architectures comprising persistent infrastructure and dynamically instantiated evaluation contexts. Protected appointment mechanisms establish evaluator eligibility, permitted functions, evidence-access scope, independence requirements, decision authority, validity conditions and
revocation rules. Separate lifecycle controls distinguish evaluator infrastructure, runtime in-stances, appointments, review rounds, determination validity and evidence retention. Evaluation outputs remain subject to separately applicable continuation and resource-effectuation controls; an evaluator determination does not independently confer authority to produce a protected native effect. Mathematical models and non-limiting procedures illustrate eligibility, authority validity, evidence admission, independence, lifecycle transitions and decision validity across these forms.
Patent Status: Patent Pending – Indian Patent Application No. IN202631131650. International PCT application preparation is in progress.
Creative Commons License
This work is licensed under a Creative Commons Attribution-Noncommercial 4.0 License
Recommended Citation
Das, Sangam Kumar, "Systems and Methods for Location-Independent Evaluator Architectures, Dynamic and Persistent Evaluation Lifecycles, Protected Appointment, Evidence Verification, and Authority-Separated Decision Control in Autonomous and Distributed Systems", Technical Disclosure Commons, (November 05, 2026)
https://www.tdcommons.org/dpubs_series/12745