Tootfinder

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LongAnimation: Long Animation Generation with Dynamic Global-Local Memory
Nan Chen, Mengqi Huang, Yihao Meng, Zhendong Mao
https://arxiv.org/abs/2507.01945

LongAnimation: Long Animation Generation with Dynamic Global-Local Memory
Animation colorization is a crucial part of real animation industry production. Long animation colorization has high labor costs. Therefore, automated long animation colorization based on the video generation model has significant research value. Existing studies are limited to short-term colorization. These studies adopt a local paradigm, fusing overlapping features to achieve smooth transitions between local segments. However, the local paradigm neglects global information, failing to maintai…

Self-Correction Bench: Revealing and Addressing the Self-Correction Blind Spot in LLMs
Ken Tsui
https://arxiv.org/abs/2507.02778 https://

Self-Correction Bench: Revealing and Addressing the Self-Correction Blind Spot in LLMs
Although large language models (LLMs) have become transformative, they still make mistakes and can explore unproductive reasoning paths. Self-correction is an important capability for a trustworthy LLM, particularly an autoregressive LLM. While LLMs can identify error in user input, they exhibit a systematic 'Self-Correction Blind Spot' - failing to correct identical error in their own outputs. To systematically study this phenomenon, we introduce Self-Correction Bench, a systematic framework t…

Gut Feeling: Staff predictions for Cowboys vs. Eagles https://www.dallascowboys.com/news/gut-feeling-staff-predictions-for-cowboys-vs-eagles

Made me smile (gift link): https://www.nytimes.com/2025/09/02/business/china-chongqing-protest.html?unlocked_article_code=1.jE8.LOI-.nxBWn_BPfxeP&smid=url-share

A Hidden Camera Protest Turned the Tables on China’s Surveillance State
Before fleeing China, an activist in Chongqing staged an elaborate one-man demonstration against the Communist Party that doubled as performance art.

Is cheese secretly fueling your nightmares? Science weighs in #AnimalRights

Is cheese secretly fueling your nightmares? Science weighs in
Over a thousand students revealed a striking link between lactose intolerance and nightmare-filled nights, hinting that midnight stomach turmoil from dairy can invade dreams. Researchers suggest simple diet tweaks—especially ditching late-night cheese—could turn scary sleep into sweet rest, though more experiments are needed to decode the gut-dream connection.

Whenever I find myself falling out of love with New York, or with life (virtually the same thing), I slip a copy of Frank O’Hara’s Lunch Poems into my back pocket.
Today, I invite you see the world through Frank O’Hara’s New York eyes.
https://salrandolph.substack.com/p/way

Ways of Seeing: New York
An exercise in seeing inspired by poet Frank O'Hara's Lunch Poems and the city of New York.

Quantum repeaters based on stationary and flying Gottesman-Kitaev-Preskill qudits
Stefan H\"aussler, Peter van Loock
https://arxiv.org/abs/2508.00530 https://

Quantum repeaters based on stationary and flying Gottesman-Kitaev-Preskill qudits
There are various approaches to long-range quantum communication based on conceptually different forms of quantum repeaters. Here we explore a quantum repeater scheme that employs quantum error correction (QEC) both on the flying (light) qubits and on the stationary (matter) qubits. The idea is to combine the benefits of encoded one-way and two-way schemes where effective channel transmission and loss scaling are enhanced by means of photon loss codes and encoded quantum memories, respectively,…

Gut Feeling: Staff predictions for Cowboys vs. Eagles https://www.dallascowboys.com/news/gut-feeling-staff-predictions-for-cowboys-vs-eagles

Hi #MutualAid, @… needs your help!
If you live in the EU and have strong feelings about video games, whether you love them or hate them, this is your chance to make an impact.
Boost this post now, join the conversation everyone is t…