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test(pal256): 64-hop numerical containment vs epistemic hallucination falsifiers - #1715

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AdaWorldAPI merged 9 commits into
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lab/pal256-multihop-error-probe-20261022
Oct 22, 2026
Merged

AdaWorldAPI merged 9 commits into
mainfrom
lab/pal256-multihop-error-probe-20261022

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The big hypothesis, separated into what we can test

Immutable Palette256 needle addresses and a frozen pairwise LUT avoid repeated re-quantization of reference vectors. Under independently proved contractive composition, errors can be bounded per hop. That does not alone prevent unsupported inference.

Includes

64-hop numerical test with known Lipschitz envelope; immutable lookup test; explicit adversarial negative controls (saturated false belief, repeated common ancestry).

Next falsifiers

Real 256x256 LUT compositions; independent f64 oracle and held-out semantic labels; source overlap; pairwise rho vs trajectory rho; abstention/false-positive calibration. This PR asserts no general hallucination prevention.

Run

cargo test --manifest-path crates/bgz-tensor/Cargo.toml --test palette256_multihop_error_probe

Draft research probe only; CI not yet observed.

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Moves crates/bgz-tensor/tests/palette_multihop_error_probe.rs here from #1721. Unlike the local helpers already in this
series, it exercises the real implementation, so the series keeps its
experiment contract and gains the concrete counter-probe. #1721 is
closed as superseded once this lands.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01G22yT6htkcdyXsihxxXdrg
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📝 Code Review ✅ Completed 2026-10-22T21:56:14.549902Z 4a13ca2 Draft marked ready
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@AdaWorldAPI
AdaWorldAPI merged commit 9f30db8 into main Oct 22, 2026
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2 participants