Abstention is honesty · the model proposes, the gate decides
before spending
floor check
best < 0.68 · abstain
abstains
before generating
generate
answered?
answer · citations
verdict
1 · did answer
2 · has citation
3 · no stray id
4 · ip clean
cited
grounded
abstains
not in my notes