A Taxonomy of AI Narrative Evidence Failure in Enterprise Contextsaivojournal.org·2 pts·businessmate·1
Reconstructability as a Threshold Question in AI-Mediated Representationaivojournal.org·1 pts·businessmate·1
How General Counsel Can Operationalise AIVO Inside Legal Workflowsaivojournal.org·1 pts·businessmate·1
When Time Hardens AI Risk-Synthetic Stability and the Failure of Governancezenodo.org·1 pts·businessmate·1
When AI Enters Healthcare, Safety Is Not the Same as Accountabilityaivojournal.org·1 pts·businessmate·1
Reconstructability and Auditability of AI Outputs in Regulated Environmentszenodo.org·1 pts·businessmate·1
When AI Becomes a System of Record: Why Evidence Will Define Liabilityaivojournal.org·5 pts·businessmate·2
When AI Health Advice Fails, the Failure Is Not Accuracy. It Is Evidenceaivojournal.org·1 pts·businessmate·1
Scope, Limitations, and Non-Claims Statement:Reasoning Claim Tokens (RCTs)zenodo.org·1 pts·businessmate·0
When AI Fails: Reasoning Visibility and Governance in Regulated Systemszenodo.org·1 pts·businessmate·2
AI as an Attributable Representation Channel: An AI-Mediated Governance Failurezenodo.org·1 pts·businessmate·1
Reasoning Claim Tokens(RCTs): Minimal Evidence for Governing AI Representationszenodo.org·1 pts·businessmate·1
Why Enterprises Cannot Disclaim Consumer Harm Caused by LLM "Optimization"zenodo.org·3 pts·businessmate·0
Decision Shaped AI-Reasoning as a Governance Exposure in Healthcare Contextszenodo.org·1 pts·businessmate·1
An Observational Construct: Inspectable AI Reasoning in External Representationzenodo.org·1 pts·businessmate·1