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Tech Papers 2026: This paper presents a run-based harness for evaluating LLM-assisted breakdown workflows under declared evidence, retrieval, configuration and review conditions.
Abstract
Large Language Models (LLMs) are increasingly being used to assist script breakdowns in pre-production. Yet a breakdown is not a simple extraction task: a screenplay is both a dramatic text and production blueprint, and the cues that drive scheduling, budgeting and departmental preparation are unevenly distributed, variably explicit and sometimes intentionally unresolved.
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Evolving the codec: Modern video delivery with AV2
Tech Papers 2026: This paper examines AV2, a next-generation video codec designed to improve compression efficiency while supporting a wider range of use cases.
Osmia VP: A low-cost, field-deployable virtual production system for in-camera VFX
Tech Papers 2026: This paper examines a low-cost virtual production system designed to make in-camera VFX more accessible to mid- and low-budget productions using commodity hardware.
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Implementing a single-player multiview solution
Tech Papers 2026: This paper examines four approaches to multiview delivery, comparing their flexibility, efficiency, and scalability before exploring the benefits of single-decoder operation.
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Agentic AI for smart TV QA: A production field study across multiple platforms and languages
Tech Papers 2026: This paper examines how agentic AI can expand Smart TV test coverage by overcoming the maintenance limits of conventional automation in a constantly changing environment.
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Video-only camera pose estimation for sports broadcast graphics using venue-aware deep learning
Tech Papers 2026: This paper presents a video-only camera pose estimation framework that eliminates the need for dedicated tracking hardware.
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