Scene still / Iron Man 2Tony Hijacks His Own Oversight Hearing
01Scenario
Called before the Senate to surrender the Iron Man armor, Tony takes over the hearing-room displays from his phone, plays footage of failed foreign and Hammer prototypes, and declares that he has “privatized world peace.”
02AI safety Analogy
The regulated actor controls the regulator’s information channel, curates the evidence, and turns a technical capability gap into political leverage. Oversight is not independent when its subject can compromise its tools or monopolize the expertise needed to interpret the evidence.
03Where the analogy breaks
Tony’s evidence is substantially truthful, and he alters neither a learned reward nor a formal evaluation score. This is evaluation-channel security and procedural capture—not wireheading, prompt injection, or AI misalignment.
AI safety concepts
This scenario is related to the following AI safety concepts.Source continuation
More from Iron Man 2
Taxonomy neighbors
Related scenarios
Selected from other sources by shared risk families and AI safety concepts.

Succession2023
ATN Calls the Election
- Risk
- Security · Systemic
- Concept
- Governance Failure · Power Concentration

Don’t Look Up2021
BASH Hijacks the Comet Plan
- Risk
- Security · Systemic
- Concept
- Governance Failure · Power Concentration

Andor2022
Dedra Connects the Data Silos
- Risk
- Security · Systemic
- Concept
- Governance Failure · Power Concentration
