Berkan Karakus

From AI Demos to Defensible AI Operations: A Redacted Enterprise Problem Map for Replay, Provenance, and Claim-Bounded Agent Workflows

This v1.2.0 forward correction updates the published v1.1.0 working paper without altering itsfrozen record. It replaces stale pre-publication DOI and license wording; bounds claimsabout reproducibility, independence, public disclosure, and evidentiary effect; updates current Fol...

Parallel-Chain Provenance with Structural Merge-Absence

Multi-authority systems often need to retain several legitimate histories about the same external object without silently collapsing those histories into one lineage. This paper reports a scoped prototype built around an ordered history carrier whose public state-producing constr...

From AI Demos to Defensible AI Operations: A Redacted Enterprise Problem Map for Replay, Provenance, and Claim-Bounded Agent Workflows

This v1.2.0 forward correction updates the published v1.1.0 working paper without altering itsfrozen record. It replaces stale pre-publication DOI and license wording; bounds claimsabout reproducibility, independence, public disclosure, and evidentiary effect; updates current Fol...

Parallel-Chain Provenance with Structural Merge-Absence

Multi-authority systems often need to retain several legitimate histories about the same external object without silently collapsing those histories into one lineage. This paper reports a scoped prototype built around an ordered history carrier whose public state-producing constr...