Paper Citation Record · LEDGER

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption

As of 7 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.04553.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.04553 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T17:26:24.553591Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

47 of 47 outbound references displayed

verified exact0
verified fuzzy0
unresolved46
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 419520a4-6456-45c0-8444-5d276abe1858 · outbound

This paper cites GPT-4 technical report, 2024.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption GPT-4 technical report, 2024

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 43f29af4-83ad-4b41-a242-a573640db47f · outbound

This paper cites Conditional variational autoencoder with adversar- ial learning for end-to-end text-to-speech.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Conditional variational autoencoder with adversar- ial learning for end-to-end text-to-speech

Reference 2

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Observation 8699a808-f8e7-4058-acaa-c0cf0a29b7bf · outbound

This paper cites High- resolution image synthesis with latent diffusion models.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption High- resolution image synthesis with latent diffusion models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation d18103ca-0b6f-40b4-9588-c7830baefc56 · outbound

This paper cites The ai gambit: leveraging artificial intelligence to combat climate change—opportunities, challenges, and recommendations.Ai & Society, 38(1):283–307, 2023.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption The ai gambit: leveraging artificial intelligence to combat climate change—opportunities, challenges, and recommendations.Ai & Society, 38(1):283–307, 2023

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 625d5ee7-1c59-4600-b27b-c1db2dff92ef · outbound

This paper cites Energy and policy considerations for deep learning in nlp.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Energy and policy considerations for deep learning in nlp

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 8db4eb5a-1027-4147-a215-c553faeeeec9 · outbound

This paper cites Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 00b67796-1d1f-49f9-abfb-65b9b1e2ab04 · outbound

This paper cites Energy Considerations of Large Language Model Inference and Efficiency Optimizations.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 3bd8c1dc-a4ad-4dff-8018-ec4998b7570a · outbound

This paper cites Evaluating the environmental impact of language models with life cycle assessment.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Evaluating the environmental impact of language models with life cycle assessment

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 291e602d-1ddd-4509-b5fc-077cb29010b1 · outbound

This paper cites Holistically Evaluating the Environmental Impact of Creating Language Models.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Holistically Evaluating the Environmental Impact of Creating Language Models

Reference 9

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Observation 45212c47-13a3-4eae-bad7-6e4775e5fcd1 · outbound

This paper cites Benchmarking Energy Efficiency of Large Language Models Using vLLM.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Benchmarking Energy Efficiency of Large Language Models Using vLLM

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 7c1893ee-e919-4405-9949-81dd7cc3e12f · outbound

This paper cites How hungry is ai? benchmarking energy, water, and carbon footprint of llm inference.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption How hungry is ai? benchmarking energy, water, and carbon footprint of llm inference

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation fdd354c8-35b2-4a66-9b27-eb1301249a2c · outbound

This paper cites Power hungry processing: Watts driving the cost of ai deployment? InThe 2024 ACM Conference on Fairness Accountability and Transparency, FAccT ’24, page 85–99.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Power hungry processing: Watts driving the cost of ai deployment? InThe 2024 ACM Conference on Fairness Accountability and Transparency, FAccT ’24, page 85–99

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 68049251-0410-429f-9657-4c23772d6612 · outbound

This paper cites Talk is cheap, energy is not: Towards a green, context-aware metrics framework for automatic speech recognition.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Talk is cheap, energy is not: Towards a green, context-aware metrics framework for automatic speech recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 40dd26f3-0f52-4797-8891-50a8271cdc12 · outbound

This paper cites Carbon in motion: Characterizing open-sora on the sustainability of generative ai for video generation.ACM SIGENERGY Energy Informatics Review, 4(5):160–165, 2024.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Carbon in motion: Characterizing open-sora on the sustainability of generative ai for video generation.ACM SIGENERGY Energy Informatics Review, 4(5):160–165, 2024

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation b1fe208e-e82b-4417-b38a-39336aa8a22c · outbound

This paper cites Video killed the energy budget: Characterizing the latency and power regimes of open text-to-video models.arXiv preprint arXiv:2509.19222, 2025.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Video killed the energy budget: Characterizing the latency and power regimes of open text-to-video models.arXiv preprint arXiv:2509.19222, 2025

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 969d9637-9178-4fe8-a5ff-c237d0d2097c · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation a4d4e6c0-653e-48f8-857b-f32d62ec47db · outbound

This paper cites Mind the memory gap: Unveiling gpu bottlenecks in large-batch llm inference.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Mind the memory gap: Unveiling gpu bottlenecks in large-batch llm inference

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 9e2527ef-14a2-49ac-8c64-9d67a6bc351b · outbound

This paper cites Eliminating vae for fast and high-resolution generative detail restoration.arXiv preprint arXiv:2602.10630, 2026.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Eliminating vae for fast and high-resolution generative detail restoration.arXiv preprint arXiv:2602.10630, 2026

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 8eca33af-db2b-4d2a-873a-741722f32d4f · outbound

This paper cites LTX-2: Efficient Joint Audio-Visual Foundation Model.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption LTX-2: Efficient Joint Audio-Visual Foundation Model

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 501fcec4-6f7f-4854-af8b-af2e4d0522c3 · outbound

This paper cites Artificial analysis.https://artificialanalysis.ai, 2026.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Artificial analysis.https://artificialanalysis.ai, 2026

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation cf978905-821e-43f5-933e-e8fd108fd4c5 · outbound

This paper cites Hunyuanvideo.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Hunyuanvideo

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 7617f67b-4472-458b-a377-937c8b3e2655 · outbound

This paper cites Hunyuanvideo-1.5.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Hunyuanvideo-1.5

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation db1e4a74-04e7-4538-a79a-a2232d201e51 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 6a8f62d3-6fab-4d45-94a7-e3b23591859e · outbound

This paper cites an unresolved cited work.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 3e95ca69-0708-4863-968f-30c8e115f652 · outbound

This paper cites an unresolved cited work.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Unresolved cited work

Reference 25

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Observation a64e4e39-8bd7-4dc3-9408-95fa4ae5f98e · outbound

This paper cites Energyusecalculator, 2026.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Energyusecalculator, 2026

Reference 26

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Observation 25da1298-6386-4015-970d-c1197259457f · outbound

This paper cites Measuring the environmental impact of delivering AI at Google Scale.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Measuring the environmental impact of delivering AI at Google Scale

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 5bc3ed3d-8092-43e4-b892-940c6439f9a5 · outbound

This paper cites Google’s ai filmmaker program, flow, helped creators make 100 million videos, 2025.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Google’s ai filmmaker program, flow, helped creators make 100 million videos, 2025

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation bc54eed1-c113-49bb-a1a7-f6ed4022b2a1 · outbound

This paper cites Energy Information Administration.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Energy Information Administration

Reference 29

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Observation c658a838-60bd-45bc-8c12-950099c03781 · outbound

This paper cites Electricity maps.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Electricity maps

Reference 30

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Observation b7f674aa-d3f6-40f6-a920-b03c3eed03ed · outbound

This paper cites Greenhouse gas emissions from a typi- cal passenger vehicle.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Greenhouse gas emissions from a typi- cal passenger vehicle

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 0efa5e6a-eb1c-4f4e-9f7b-b7be0635e344 · outbound

This paper cites Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 5a8c1af1-baf3-4519-a750-22c6edaa4353 · outbound

This paper cites V oxtral-4b-tts-2603.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption V oxtral-4b-tts-2603

Reference 33

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Observation 740d06be-a65a-4d22-aaba-63670a65a829 · outbound

This paper cites Video generation models as world simulators.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Video generation models as world simulators

Reference 34

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Observation 13a2e97c-fd1f-4812-9dda-c403e164ebb9 · outbound

This paper cites Veo: a text-to-video generation system.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Veo: a text-to-video generation system

Reference 35

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Observation 87f3937d-2a50-4098-baf6-5586831feafa · outbound

This paper cites Life-Cycle Emissions of AI Hardware: A Cradle-To-Grave Approach and Generational Trends.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Life-Cycle Emissions of AI Hardware: A Cradle-To-Grave Approach and Generational Trends

Reference 36

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Observation 268c1ad9-0c01-4432-9a3e-89f623e9116b · outbound

This paper cites The real reason openai shut sora down is a warning to every ai startup.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption The real reason openai shut sora down is a warning to every ai startup

Reference 37

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Observation 2b2705d3-8979-4cc4-8ed9-9ade5e771888 · outbound

This paper cites Here’s how much cash OpenAI is burning on AI video app Sora.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Here’s how much cash OpenAI is burning on AI video app Sora

Reference 38

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Observation 14210869-9d46-46ac-b713-21644cadd7f0 · outbound

This paper cites Meta unveils new ai video feed vibes, 2025.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Meta unveils new ai video feed vibes, 2025

Reference 39

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Observation 7517e920-df99-4c8e-aa9b-a7412e3e02f4 · outbound

This paper cites Openai launches sora social media app for ai-generated videos, raising ’ai slop’ and copyright worries, 2025.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Openai launches sora social media app for ai-generated videos, raising ’ai slop’ and copyright worries, 2025

Reference 40

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Observation 9e30c9b1-8013-49c1-912c-e3f26b9d8c9f · outbound

This paper cites This 27-year-old’s tiktok-like ai app makes playful, creative short videos from just a few words—it’s built for gen z, 2025.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption This 27-year-old’s tiktok-like ai app makes playful, creative short videos from just a few words—it’s built for gen z, 2025

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation 8bf266f6-0e62-403c-a78e-baf8f5e4edfc · outbound

This paper cites Coca-cola’s new ai holiday ad is a sloppy eyesore, 2025.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Coca-cola’s new ai holiday ad is a sloppy eyesore, 2025

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Observation b300aa35-1f4f-4789-b4e7-b757e1123c97 · outbound

This paper cites Nvidia has not yet sold its H200 AI chips to China, Lutnick says.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Nvidia has not yet sold its H200 AI chips to China, Lutnick says

Reference 43

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Observation 1c993317-55db-405e-99a6-7032d24720b2 · outbound

This paper cites Frontier video foundation model: Veo.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Frontier video foundation model: Veo

Reference 44

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Observation f14ab85a-39b9-4cb5-9a2f-c9131d47648c · outbound

This paper cites Seedance 1.0: Exploring the Boundaries of Video Generation Models.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Seedance 1.0: Exploring the Boundaries of Video Generation Models

Reference 45

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Observation 021d2e3d-5a4d-41b0-87cd-2a0a5445883d · outbound

This paper cites Seedance 1.5 pro api – 1080p cinematic video with native audio.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Seedance 1.5 pro api – 1080p cinematic video with native audio

Reference 46

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Observation 70cd4c2d-5271-40ed-a389-08e848880cfb · outbound

This paper cites Kling 3.0 pro vs.

Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Kling 3.0 pro vs

Reference 47

Resolution: malformed identifier; no resolver link, observed 2026-07-11T17:26:24.553591Z

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Pith citing papers

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