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. ……….
MACHINE LEARNING
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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
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XGBoost endures while frameworks come and go
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Frameworks come and go. XGBoost is forever. @trainxgb
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Robotics and AI at Scale: World Reconstruction and Neural Networks
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Drops plenty of clues about the evolving "robotics + AI at scale" framework, featuring world reconstruction tools, simulators that "dream up" physical interactions, reinforcement learning & core neural-net-driven elements. A car is essentially just another robot. Hence S & X deprecation.
→ View original post on X — @reza_zadeh, 2026-02-03 04:18 UTC
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Exploring Multi-Agent Ecology and Shared Knowledge Scratchpads
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Absolute bars: “Sites like moltbook function as a giant, shared, read/write scratchpad for an ecology of AI agents – how might these agents begin to use this scratchpad to a) influence future ‘blank slate’ agents arriving at it the first time, and b) unlock large-scale
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SAS Predictions 2026: 15 Expert Insights on Data and AI
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Time is of the essence. Now is a good time to see what could be coming down the pipeline this year for data and AI professions. Here are 15 predictions at the ready from experts across SAS: http://
2.sas.com/6013CF9DU #SASPredictions