How AI can improve storm surge forecasts to help save lives
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @HaroldSinnott @fogoros @iainljbrown @NandoDF @katecrawford @drhassanrashidi @YuHelenYu
MACHINE LEARNING
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AI Improves Storm Surge Forecasts to Save Lives
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AI Collaborative Research on Erdős Problems with Comic Documentation
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Another cute comic for this work: a nice collaborative story between #Aletheia and human experts for cracking Erdős problems, thanks @AwaitSeedIgnite! I wish we have ComicBanana for all papers 🙂 First four pages here and full one in this link https://
drive.google.com/file/d/1XecW9W
tDDNl-XE5-lm9DB71KX0FcDMH5/view?usp=sharing
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Industrial Applications Need Combined Approach with Domain Demos and Model-Based Control
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Fully agree that industrial use cases will require some combination of in-domain demos (and model-based / GOFE perception and control elements) for the foreseeable future.
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Urging focus on agentic capabilities for LLM breakthrough
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But please @GuillaumeLample first you need to focus on developing more and better agentic capabilities of your model. If you can achieve a sota and huge breakthrough on a LLM benchmark agentic capabilities with a SML… that can change the whole industrie !!! That can be so
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Mistral robotics after SML: awesome for on-device inference
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Ok now we are talking. If mistral start focusing on robotics after implementing SML that’s gonna be awesome for offline and on-device inference. ……….
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Technical approaches to AI model context window optimization
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I do think that better compaction and teaching the models to re-learn context post compaction if they are unsure solves the need for really long context windows to an extent. That said, GPT 5.2 and the codex variants both support 400K context window which is a step up.
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LingBot-VLA: A Vision-Language-Action Model for Robotics
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LingBot-VLA, a vision-language-action model designed to serve as a “universal brain” for real-world robotics – learn about it here: https://
afp.com/en/infos/robby
ant-open-sources-lingbot-vla-universal-brain-robots
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Ant Group Subsidiary Unveils LingBot-Depth Spatial Perception AI Model
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LingBot-Depth, a high-precision spatial perception model – learn about it here: https://
businesswire.com/news/home/2026
0126215468/en/Ant-Group-Subsidiary-Robbyant-Unveils-Spatial-Perception-AI-Model-LingBot-Depth
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SAS Fraud Detection AI Adapts for Insurance Industry
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Fraud is always changing and adapting. To detect it, it's essential that fraud prevention adapts alongside it. SAS helps insurance group Gjensidige Baltics do just that. See how lives are changing for millions of customers: http://
2.sas.com/6042CotyY -

New Book on Advanced Analytics for Energy System Resilience Released
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Beyond proud to release our new book with @ElsevierConnect! More than just research, it’s the result of working with great friends across different countries & universities. Global energy resilience through advanced analytics. shop.elsevier.com/books/adva… @faustospain @ReneViniboi
→ View original post on X — @faustospain, 2026-02-03 11:31 UTC