Buildability / Receipt

Adaptive Discovery of Interpretable Audio Attributes with Multimodal LLMs for Low-Resource Classification

This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.

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Watch and verify: Adaptive Discovery of Interpretable Audio Attributes with Multimodal LLMs for Low-Resource Classification

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Subject: Adaptive Discovery of Interpretable Audio Attributes with Multimodal LLMs for Low-Resource Classification

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Time to first demo

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Compute envelope

Structured compute envelope

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Proof divergence Developer guide

Adaptive Discovery of Interpretable Audio Attributes with Multimodal LLMs for Low-Resource Classification

Watch and verify: Adaptive Discovery of Interpretable Audio Attributes with Multimodal LLMs for Low-Resource Classification

Compute envelope

Evidence ids

External gate remains unresolved for live deployment claims.

Freshness

Hash state

Signature state

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