Evidence first, no forced answer
1,227 / 1,227Across 62 public API requests, including input variants and concurrent repetitions, all 1,227 expected verdicts matched; missing or conflicting evidence remained UNKNOWN.
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MARVNOR
Give your Agent hippocampus-like memory.
Three advantages
2026-10-10Trace long evidence chains
99 hops · 79 hopsStructured tests covered a 99-hop dependency chain and a 79-hop time-bounded chain; reverse or out-of-window paths returned UNKNOWN as expected in these tests.
See chain testsPass only relevant results
5,328 → 95In a local comparison, passing only relevant results for the final question after 160 synthetic history turns reduced model input tokens from 5,328 to 95; both methods answered correctly.
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