I stopped maintaining this website in September 2025. Work on what AI companies should do in terms of safety and what they are doing is now being done by METR, Guidelight, Midas, and others.

Scheming risk prevention

View weights for all 8 criteria →

Safety case: process

Weighted 25% of category
Anthropic
10%
more
DeepMind
20%
more
OpenAI
5%
more
Meta
0%
xAI
0%
more
Microsoft
0%
DeepSeek
0%

Safety case: accountability

Weighted 25% of category
Anthropic
0%
DeepMind
0%
more
OpenAI
0%
Meta
0%
xAI
0%
Microsoft
0%
DeepSeek
0%

Internal deployment protocol

Weighted 20% of category
Anthropic
0%
DeepMind
5%
more
OpenAI
0%
Meta
0%
xAI
0%
Microsoft
0%
DeepSeek
0%

External deployment protocol

Weighted 10% of category
Anthropic
0%
DeepMind
0%
OpenAI
0%
Meta
0%
xAI
0%
Microsoft
0%
DeepSeek
0%

Plan for if an AI is caught scheming

Weighted 10% of category
Anthropic
0%
DeepMind
0%
OpenAI
0%
Meta
0%
xAI
0%
Microsoft
0%
DeepSeek
0%

Training: remove scheming capabilities

Weighted 3% of category
Anthropic
0%
DeepMind
0%
OpenAI
0%
Meta
0%
xAI
0%
Microsoft
0%
DeepSeek
0%

Training: adversarial training

Weighted 3% of category
Anthropic
0%
DeepMind
0%
more
OpenAI
0%
Meta
0%
xAI
0%
Microsoft
0%
DeepSeek
0%

Training: safe architecture

Weighted 3% of category
Anthropic
50%
more
DeepMind
55%
more
OpenAI
55%
Meta
50%
xAI
50%
Microsoft
50%
DeepSeek
50%