Tootfinder

LitterBox : An Extensible Framework for LLM-enhanced Scratch Static Code Analysis
Benedikt Fein, Florian Oberm\"uller, Gordon Fraser
https://arxiv.org/abs/2509.12021 https:…

LitterBox+: An Extensible Framework for LLM-enhanced Scratch Static Code Analysis
Large language models (LLMs) have become an essential tool to support developers using traditional text-based programming languages, but the graphical notation of the block-based Scratch programming environment inhibits the use of LLMs. To overcome this limitation, we propose the LitterBox+ framework that extends the Scratch static code analysis tool LitterBox with the generative abilities of LLMs. By converting block-based code to a textual representation suitable for LLMs, LitterBox+ allows u…

This week’s #LetterboxdFriday

For #LetterboxdFriday, my #LastFourWatched - @… and I picked 4 last week. We got to 3 of em (and I saw Badlands too). Badlands was fuckin awesome. And The Mothman Prophecies was co…

Inclusion Arena: An Open Platform for Evaluating Large Foundation Models with Real-World Apps
Kangyu Wang, Hongliang He, Lin Liu, Ruiqi Liang, Zhenzhong Lan, Jianguo Li
https://arxiv.org/abs/2508.11452

Inclusion Arena: An Open Platform for Evaluating Large Foundation Models with Real-World Apps
Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs) have ushered in a new era of AI capabilities, demonstrating near-human-level performance across diverse scenarios. While numerous benchmarks (e.g., MMLU) and leaderboards (e.g., Chatbot Arena) have been proposed to help evolve the development of LLMs and MLLMs, most rely on static datasets or crowdsourced general-domain prompts, often falling short of reflecting performance in real-world applications. To bridge this criti…

An interview with Sony Pictures Motion Picture Group CEO Tom Rothman on movies that inspired him, too-short theatrical windows, Letterboxd's influence, and more (Mia Lee Vicino/Letterboxd)
https://letterboxd.com/journal/tom-rothman-sony-interview/

Executive Decisions: Sony Pictures Motion Picture Group CEO Tom Rothman tells us why the future of film is on Letterboxd • Journal • A Letterboxd Magazine
Sony Pictures Motion Picture Group CEO Tom Rothman talks to Mia Lee Vicino about his scrappy indie roots, championing visionary filmmakers like David Lynch and Quentin Tarantino, and why Letterboxd is the way of the future.

It's #LetterboxdFriday, so that means it's time for #LastFourWatched. Strange mix. Watching Wish Upon a Star right now with wifey 😂 Finally saw American Werewolf in London (thanks, @…

Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual and Long-Form Speech Recognition Evaluation
Vaibhav Srivastav, Steven Zheng, Eric Bezzam, Eustache Le Bihan, Nithin Koluguri, Piotr \.Zelasko, Somshubra Majumdar, Adel Moumen, Sanchit Gandhi
https://arxiv.org/abs/2510.06961

Open ASR Leaderboard: Towards Reproducible and Transparent Multilingual and Long-Form Speech Recognition Evaluation
Despite rapid progress, ASR evaluation remains saturated with short-form English, and efficiency is rarely reported. We present the Open ASR Leaderboard, a fully reproducible benchmark and interactive leaderboard comparing 60+ open-source and proprietary systems across 11 datasets, including dedicated multilingual and long-form tracks. We standardize text normalization and report both word error rate (WER) and inverse real-time factor (RTFx), enabling fair accuracy-efficiency comparisons. For E…

Das neue evangelische #Gesangbuch zur Erprobung ist da! Bin gespannt.
https://www.ekd.de/evangelisches-gesangbuch-52340.htm

I don’t suppose there are any Wii Fit U mods that bring back the missing minigames from Wii Fit Plus right?
I guess they chose only the ones they thought were the best ones to bring back which is fair enough I guess, but some of the ones I like are missing
I’d be very cool if they kept everything from Wii Fit Plus, PLUS the new ones in U
(don’t really wanna get plus on wii mode bc then it’ll be two separate games and leaderboards and stuff, and then I probably won’t want to switch between both modes during a playtime and also I’d probably forget to switch for minigames that are available in both places)
#WiiU

SWE-Effi: Re-Evaluating Software AI Agent System Effectiveness Under Resource Constraints
Zhiyu Fan, Kirill Vasilevski, Dayi Lin, Boyuan Chen, Yihao Chen, Zhiqing Zhong, Jie M. Zhang, Pinjia He, Ahmed E. Hassan
https://arxiv.org/abs/2509.09853

SWE-Effi: Re-Evaluating Software AI Agent System Effectiveness Under Resource Constraints
The advancement of large language models (LLMs) and code agents has demonstrated significant potential to assist software engineering (SWE) tasks, such as autonomous issue resolution and feature addition. Existing AI for software engineering leaderboards (e.g., SWE-bench) focus solely on solution accuracy, ignoring the crucial factor of effectiveness in a resource-constrained world. This is a universal problem that also exists beyond software engineering tasks: any AI system should be more than…