Issue A world model can be internally consistent and still wrong about how the world works

Summary

The strategic outlook identifies a failure mode distinct from data bias: a world model may build flawed assumptions about how reality behaves, remaining internally consistent while being wrong, which creates blind spots when systems leave controlled environments, and it notes that audit frameworks, liability standards and validation benchmarks are still being built while deployment accelerates.