The talk was given on 2026-10-12 using an earlier draft of the deck. This entry publishes the completed version. Discussion outcomes have not yet been recorded.
- Presentation diff --git a/discussions/2026-10-12-yichang-video-reasoning/metadata.yaml b/discussions/2026-10-12-yichang-video-reasoning/metadata.yaml index 27f592f..738f67a 100644 --- a/discussions/2026-10-12-yichang-video-reasoning/metadata.yaml +++ b/discussions/2026-10-12-yichang-video-reasoning/metadata.yaml @@ -1,4 +1,4 @@ -title: "Video Reasoning: One Year of Debate in 26 Papers" +title: "Video Reasoning" date: 2026-10-12 topic_slug: video-reasoning leader: diff --git a/discussions/2026-10-12-yichang-video-reasoning/references.html b/discussions/2026-10-12-yichang-video-reasoning/references.html index 174d401..a81703b 100644 --- a/discussions/2026-10-12-yichang-video-reasoning/references.html +++ b/discussions/2026-10-12-yichang-video-reasoning/references.html @@ -3,8 +3,8 @@ - -
2026-10-12 · Yichang Jian
Video Reasoning — References
Video Reasoning: One Year of Debate in 26 Papers
2026-10-12 · Yichang Jian
Key References
Video Reasoning
The deck covers 26 papers in publication order. The eight below carry the main arguments; the full list follows. All numbers are taken from the papers and are shown with their charts in the presentation.
1. Video models are zero-shot learners and reasoners (Veo3-ZS)
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diff --git a/discussions/2026-10-12-yichang-video-reasoning/references.md b/discussions/2026-10-12-yichang-video-reasoning/references.md
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@@ -1,4 +1,4 @@
-# Video Reasoning — References
+# Key References
The deck covers 26 papers in publication order. The eight below carry the main arguments; the full list follows. All numbers are taken from the papers and are shown with their charts in the presentation.
diff --git a/discussions/2026-10-12-yichang-video-reasoning/summary.html b/discussions/2026-10-12-yichang-video-reasoning/summary.html
index 9c98bca..8c66f2e 100644
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-
2026-10-12 · Yichang Jian
-Video Reasoning: One Year of Debate in 26 Papers
+Video Reasoning
Video models can draw convincing solutions to mazes and puzzles, but a year of papers shows that much of the reasoning comes from language, scores depend on how the process is judged, and the hidden state is the hard part to learn.
Weekly archive
Topic discussions
Background prepared before each meeting and technical conclusions recorded afterward, organized by date, leader, and topic.
Video Reasoning: One Year of Debate in 26 Papers
A chronological walk through 26 video-reasoning papers (2025-09 to 2026-09), organized around four contested questions: who does the reasoning, what counts as correct, where the reasoning happens, and whether it can be taught.
before-meeting video-generation video-reasoning benchmark evaluation world-model
Read discussion →Video Reasoning
A chronological walk through 26 video-reasoning papers (2025-09 to 2026-09), organized around four contested questions: who does the reasoning, what counts as correct, where the reasoning happens, and whether it can be taught.
before-meeting video-generation video-reasoning benchmark evaluation world-model
Read discussion →Video Editing Frontiers
A survey of video editing mechanisms and controllable changes, with method deep dives, interactive examples, and open problems in object interaction, editing history, world models, agents, and evaluation.
before-meeting video-editing action-editing world-model agents benchmark
Read discussion →Physics-Consistent Video Generation: Who Teaches the Generator Physics?
A design-space view of how simulators, explicit controls, training signals, latent dynamics, and inference-time alignment can make generated videos obey real-world physical laws, and what current benchmarks can actually establish.
before-meeting video-generation physics-consistency world-model controllable-generation benchmark evaluation
Read discussion →From Video Scores to World Consistency
A data-backed discussion of how video-generation evaluation moves from perceptual proxy scores toward geometric, revisit, and out-of-sight world consistency.
before-meeting video-generation world-model benchmark evaluation
Read discussion →Video generation from a causal perspective.
Weekly reading group
Topic discussions
Each entry prepares the necessary background before the meeting, then records the assumptions, failure cases, and experiments identified during discussion.
Video Reasoning: One Year of Debate in 26 Papers
A chronological walk through 26 video-reasoning papers (2025-09 to 2026-09), organized around four contested questions: who does the reasoning, what counts as correct, where the reasoning happens, and whether it can be taught.
before-meeting video-generation video-reasoning benchmark evaluation world-model
Read discussion →Video Reasoning
A chronological walk through 26 video-reasoning papers (2025-09 to 2026-09), organized around four contested questions: who does the reasoning, what counts as correct, where the reasoning happens, and whether it can be taught.
before-meeting video-generation video-reasoning benchmark evaluation world-model
Read discussion →Video Editing Frontiers
A survey of video editing mechanisms and controllable changes, with method deep dives, interactive examples, and open problems in object interaction, editing history, world models, agents, and evaluation.
before-meeting video-editing action-editing world-model agents benchmark
Read discussion →Physics-Consistent Video Generation: Who Teaches the Generator Physics?
A design-space view of how simulators, explicit controls, training signals, latent dynamics, and inference-time alignment can make generated videos obey real-world physical laws, and what current benchmarks can actually establish.
before-meeting video-generation physics-consistency world-model controllable-generation benchmark evaluation
Read discussion →