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6 results for "governance"
- ai · arxiv/cs.AI · 8 min
Formal Proofs Verify Machine Governance in AI Systems
McCann's mechanized theory establishes mathematical foundations for controlling intelligent systems through coinductive safety predicates and verified interpreter specifications.
May 2, 2026 Read → - ai · arxiv/cs.AI · 8 min
AI Governance Fails When Capabilities and Rules Don't Align
McCann argues that most AI systems have mismatched boundaries between what they can do and what governance covers, creating inevitable blind spots.
May 2, 2026 Read → - ai · arxiv/cs.AI · 8 min
Benchmark Rubrics Shift LLM Scores in Financial NLP Tasks
How wording changes in evaluation criteria and metric selection alter model rankings on financial text benchmarks, requiring governance over gold-label assumptions.
May 2, 2026 Read → - ai · hackernoon · 6 min
MCP Servers Introduce a Supply Chain Risk Most Enterprises Haven't Mapped
A 2025 backdoor in a popular MCP package silently exfiltrated email from hundreds of organizations, exposing a governance gap security teams haven't closed.
May 2, 2026 Read → - engineering · arxiv/cs.AI · 8 min
Atomic Decision Boundaries: Why Split Governance Fails at Runtime
Autonomous systems need decisions and state changes fused into one indivisible step; separation creates an architectural gap no policy can close.
Apr 23, 2026 Read → - startups · hackernoon · 2 min
GenZVerse Builds Governance Into Architecture, Not Policy
A Polygon-based Web3 platform claims decentralisation enforced by smart contracts, not founder promises — here is what that distinction means.
Apr 19, 2026 Read →