Category: White Papers

From Computational Impossibility to the Workforce That Executes AI Governance Abstract Public discourse on artificial intelligence and employment is dominated by a displacement frame: AI as a substitute for human labour. This paper argues that the frame is structurally incomplete, and demonstrates why from first principles. Exhaustive prediction of AI…

The Authorship Threshold in Recursive Self-Improvement II-WP-RSI-001  ·  v0.1 Where Human and AI Converge Abstract Capability in contemporary AI systems is metabolized from compute and data, and scales accordingly. Judgment is not. Judgment is the residue of borne consequence — outcomes that fall upon the same locus that acted, as…

Production-Disclosed Failure Modes and the Underwriting Question They Pose PREPARED FOR: Chief Underwriting Officers · Chief Risk Officers Cyber Insurance Carriers and Reinsurers MI-TIP-CYBERINS-00 Bottom Line Up Front Between February 2025 and October 2025, the public record produced six CVE-assigned production AI compromises in which the governance instrument that failed…