Delegating work to AI corrupts 25% of your document in 20 edits. Researchers just tested if you can actually trust AI to edit your documents. The answer is messier than expected. A new benchmark called DELEGATE-52 ran 19 top models through 310 real work environments across 52
RESEARCH
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ArXiv Paper Summary: AlphaSignal Daily AI Updates
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Paper: https://
arxiv.org/abs/2604.15597 Check out http://
AlphaSignal.ai to get a daily summary of top models, repos, and papers in AI. Read by 280,000+ devs. -
SenseNova-U1 Model Weights and GitHub Repository Released
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Model Weights: https://
huggingface.co/collections/se
nsenova/sensenova-u1
… Github Repo: https://
github.com/OpenSenseNova/
SenseNova-U1
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SenseTime Releases SenseNova-U1 Unified Multimodal Model
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The first open-source end-to-end unified multimodal model! SenseTime just released SenseNova-U1 – a multimodal model that unifies understanding, reasoning, and generation in one continuous system. Most multimodal models either understand images OR generate images. They use
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Self Attention Mechanisms in Transformers and LLMs
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Improving Transformers with Self Attention Mechanism- this technique is at the heart of GPT and most LLMs. I would not imply that this issue is their biggest problem though. That said no one has to date managed to replace them with a viable alternative. Maybe that changes but
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UniLS: Natural Avatar Listening Through Facial Movement Learning
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Can an avatar truly listen as naturally as it speaks? Researchers from Shanda AI Research and the University of Tokyo present UniLS. They solved the "stiff listener" problem by first teaching an AI the natural rhythm of facial movements without audio, then fine-tuning it with
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GPT-5.5 Pro Surpasses Previous Generation on Epoch Benchmark
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GPT-5.5 pro represents a significant leap in the Epoch benchmark. Even more exciting, however, is that GPT-5.5 (non-pro) surpasses GPT-5.4 pro.
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Fix Your Data: The Hidden Foundation of AI Success
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The best thing companies about AI right now has almost nothing to do with AI. Fix your data. This is the same pattern I keep seeing. Everyone wants the exciting layer:
copilots, agents, demos, dashboards. Almost nobody wants the foundation:
definitions, ownership, -
Xiami mimo-v2.5 pro MIT license surpasses Opus 4.5
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Xiami mimo-v2.5 pro MIT license surpasses Opus 4.5 on arena Amazing achievement.
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RISC-V Leaders and Vicharak Founder Recognized by Expert Judges
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Mr. Karthik Sankaranarayanan, leads the RISC-V Knowledge Centre of Excellence Indian Institute of Technology, Madras. Mr. Akshar Vastarpara is the Founder and CEO of Vicharak. Thank you, judges. Your depth of knowledge and sharp perspectives set the bar extraordinarily high