NIGHTCRAWLER: Temporal Causal Closure for Persistent and Deferred Effects of Autonomous AI Agents

Autonomous software agents can leave delayed messages, workflows, delegated credentials, and other residual mechanisms after their initiating processes stop. NIGHTCRAWLER develops a conditional formal framework for investigating this residual effect surface in initially unmediated environments. The work distinguishes historical causation from future activation, builds an evidence-conditioned authority and provider scope, analyzes horizon-bounded residual execution paths, proposes invariant-constrained neutralization, and defines four scope-relative attestation outcomes. The results are conditional on explicit coverage and provider-evidence contracts. Executable tests are model-relative consistency checks; no real-provider effectiveness is asserted. This is a research preprint, not a deployed security product.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-09
DOI
https://doi.org/10.5281/zenodo.23265286
Primary Topic
Access Control and Trust
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

NIGHTCRAWLER: Temporal Causal Closure for Persistent and Deferred Effects of Autonomous AI Agents

Thor Thor
Zenodo (CERN European Organization for Nuclear Research)
Access Control and Trust
preprint

NIGHTCRAWLER: Temporal Causal Closure for Persistent and Deferred Effects of Autonomous AI Agents

Thor Thor
preprint en

Abstract

Autonomous software agents can leave delayed messages, workflows, delegated credentials, and other residual mechanisms after their initiating processes stop. NIGHTCRAWLER develops a conditional formal framework for investigating this residual effect surface in initially unmediated environments. The work distinguishes historical causation from future activation, builds an evidence-conditioned authority and provider scope, analyzes horizon-bounded residual execution paths, proposes invariant-constrained neutralization, and defines four scope-relative attestation outcomes. The results are conditional on explicit coverage and provider-evidence contracts. Executable tests are model-relative consistency checks; no real-provider effectiveness is asserted. This is a research preprint, not a deployed security product.

Zenodo (CERN European Organization for Nuclear Research)
Access Control and Trust
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.