Scene still / Iron Man 2Vanko Backdoors Hammer’s Drones
01Scenario
Hammer rushes a fleet of military drones and the War Machine suit into a public Expo after giving Vanko deep development access. Vanko’s retained control lets him seize every drone and War Machine at once and turn the launch into an attack.
02AI safety Analogy
One compromised developer and one shared software stack create a fleet-wide common-mode failure. A high-profile launch substitutes for independent review, segmented control, and a tested fallback.
03Where the analogy breaks
This is intentional sabotage in conventional weapons software, not a learned model developing a hidden objective. The film does not explain the backdoor mechanism technically.
AI Risk families
This scenario is an example of the following types of AI risk.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.

Battlestar Galactica2003
The Colonial Fleet Goes Dark
- Risk
- Malicious use · Security · Systemic
- Concept
- Deployment Safety · Sleeper Agents · Supply-Chain Threats · Algorithmic Monoculture

Cowboy Bebop1998
Chessmaster Hex’s Sleeper Payload
- Risk
- Malicious use · Security · Systemic
- Concept
- Deployment Safety · Sleeper Agents · Supply-Chain Threats

The Fate of the Furious2017
Cipher’s Zombie Cars
- Risk
- Malicious use · Security · Systemic
- Concept
- Autonomous Weapons · Algorithmic Monoculture
