Zoltan Varga

Who Validates the Validator? Instrument failure in the shape of the hypothesis — fourteen audit findings from a pre-registered measurement

v5 (2026-08-08) — record integrity, power boundary, regime surfaces, finding register. Correction #30: the showcase builder wrote platform-default line endings while claiming determinism; output is now pinned to LF, and a new RECORD_MANIFEST.sha256 binds every file of this record...

Who Validates the Validator? Instrument failure in the shape of the hypothesis — fourteen audit findings from a pre-registered measurement

v4 (2026-08-08) — boundary condition on the silent-substitution rate. Correction item #14 reported a silent-substitution rate of 18/91 = 19.8% without stating what the agent could SEE after a tool failed. The logging proxy does not merely observe: it produces the error representa...

Recursive Contextual Closure: Longitudinal Loss of Epistemic Permeability in Persistent Human-AI Ecosystems (Position Paper)

Position paper, bilingual: full Hungarian and English texts included, with a supplementary evidence pack (hashed dated note exports, model-analysis annexes, architecture manifest, control-run documentation, claim-revision ledger, CITATION.cff). This paper names and operationalize...

Recursive Contextual Closure: Longitudinal Loss of Epistemic Permeability in Persistent Human-AI Ecosystems (Position Paper)

Position paper, bilingual: full Hungarian and English texts included, with a supplementary evidence pack (hashed dated note exports, model-analysis annexes, architecture manifest, control-run documentation, claim-revision ledger, CITATION.cff). This paper names and operationalize...

Recursive Contextual Closure: Longitudinal Loss of Epistemic Permeability in Persistent Human-AI Ecosystems (Position Paper)

Position paper, bilingual: full Hungarian and English texts included, with a supplementary evidence pack (hashed dated note exports, model-analysis annexes, architecture manifest, control-run documentation, claim-revision ledger, CITATION.cff). This paper names and operationalize...

Recursive Contextual Closure: Longitudinal Loss of Epistemic Permeability in Persistent Human-AI Ecosystems (Position Paper)

Position paper, bilingual: full Hungarian and English texts included, with a supplementary evidence pack (hashed dated note exports, model-analysis annexes, architecture manifest, control-run documentation, claim-revision ledger, CITATION.cff). This paper names and operationalize...

The Instrument — GFIS: A Verifiable Agentic Research Pipeline. Methods Note (System State as of 31 July 2026)

Methods note (instrument paper), bilingual: full Hungarian and English texts included. System state as of 31 July 2026. This note documents GFIS (Gestalt Field Intelligence System), the coverage-driven, iterative, multi-source research pipeline behind the evidence metrics cited i...

The Instrument — GFIS: A Verifiable Agentic Research Pipeline. Methods Note (System State as of 31 July 2026)

Methods note (instrument paper), bilingual: full Hungarian and English texts included. System state as of 31 July 2026. This note documents GFIS (Gestalt Field Intelligence System), the coverage-driven, iterative, multi-source research pipeline behind the evidence metrics cited i...