A tie with `p_draw == 0.0` produced NaN posteriors in release builds and
`converge()` reported `converged: true`, because every comparison against
NaN is false and `tuple_gt` therefore read NaN as "below epsilon".
Two independent defects, fixed together:
- Ingestion now rejects tied outcomes when the draw probability is zero,
promoting the existing `debug_assert!` in `Game::ranked_with_arena` to a
real `InferenceError::TieWithoutDrawProbability`. Validation sits in
`add_events_with_prior`, the chokepoint every route reaches — including
`record_draw`, which bypasses `Outcome` entirely.
- `converge()` treats a non-finite step as failure and returns
`InferenceError::NonFiniteResult` rather than claiming convergence.
Also in this change:
- `History::converge()` on an empty history returned a `usize` underflow
panic from `0..len()-1`; it now short-circuits to a zero-iteration report.
- `Outcome::scores_with_sigma` no longer panics on a non-positive sigma;
the value is validated at ingestion so callers get an error instead.
- `InferenceError` gains `WrongOutcomeKind`, replacing the misuse of
`MismatchedShape` for variant mismatches (which rendered as the nonsense
"expected length 0, got 0"), and is now `#[non_exhaustive]`.
Note `Outcome::winner(w, n)` for n >= 3 ties every loser, so those events
now require a positive `p_draw`. They previously returned NaN.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01DnsaJg74eNSva3PJjK2eej
logaritmiskandClaude Opus 5
f4e2922d59