Buildability / Receipt

Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation

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: Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation

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Subject: Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation

Verdict

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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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Data

{"file name": "input.pdf", "number of pages": 33, "author": "Shuhong Zheng; Aashish Kumar Misraa; Yu-Teng Li; Yu-Jhe Li; Igor Gilitschenski"

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Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.

Proof divergence Developer guide

Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation

Watch and verify: Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation

Compute envelope

External gate remains unresolved for live deployment claims.

Evidence ids

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Hash state

Signature state

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