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Evidence Ledger Boosts Multimodal Reasoning by Up to 15%

Replacing raw dialogue with an explicit evidence ledger lifts multimodal reasoning quality by roughly ten to fifteen percent. The gain comes from swapping the unwieldy full‑context transcript for a compact, query‑driven list of observations that the agent can re‑inject on demand. This shift turns t…

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  1. 2026-10-14 05:00 · DEV Community — Machine Learning
    Evidence Ledger Boosts Multimodal Reasoning by Up to 15%

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