Scene still / Cyberpunk: EdgerunnersScaling Past One Benchmark
- Cyberpunk: Edgerunners
- Like A Boy
01Scenario
David survives repeated Sandevistan use far beyond Doc's expected limit, and everyone generalizes from that exceptional early result as he adds more chrome and takes on harder missions despite mounting physical and psychological failures.
02AI safety Analogy
A striking result on one narrow benchmark is mistaken for broad, durable robustness. The deployment envelope expands faster than the evidence, while anomalous tolerance is treated as permission to scale rather than a reason to investigate uncertainty.
03Where the analogy breaks
This is biological tolerance to cyberware, not model performance; the analogy is specifically about extrapolating from a narrow benchmark under distribution shift.
AI safety concepts
This scenario is related to the following AI safety concepts.Source continuation
More from Cyberpunk: Edgerunners
Taxonomy neighbors
Related scenarios
Selected from other sources by shared risk families and AI safety concepts.

Starship Troopers1997
Klendathu Invasion
- Risk
- Accidents
- Concept
- Deployment Safety · Calibration · Safe Exploration · Distribution Shift

Oppenheimer2023
Near Zero
- Risk
- Accidents · Systemic
- Concept
- Deployment Safety · Calibration · Safe Exploration

Steins;Gate2011
The D-Mail Rollback Crisis
- Risk
- Accidents · Systemic
- Concept
- Deployment Safety · Safe Exploration · Distribution Shift


