Safety
13d agoValue Generalisation Theory Targets Alignment Failures
A new theory of change argues that most AI alignment failures stem from a lack of value generalisation. The author claims this deficiency is a fundamental reason why alignment remains difficult. This framework provides specific definitions to categorize failure modes.
The Signal
Practitioners can use this to isolate why models deviate from intended human values.