How do we build AI systems that work equally well for everyone? @Stanford
's @lschmidt3 and @Diyi_Yang are tackling this challenge head-on. Their research focuses on improving training datasets & ensuring AI systems are designed with diverse users in mind. https://
news.stanford.edu/stories/2025/1
1/human-focused-ai-systems-research-ludwigs-schmidt-diyi-yang
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Building Fair AI Systems for Diverse Users Research
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Hugging Face Launches Fast Dataset Duplication Feature with Xet
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We heard your feedback Killer new feature on @huggingface = duplicate any dataset to your account. Thanks to Xet, duplicating a 1TB dataset takes 2 seconds HF is going to be the best platform for large data storage
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Curiosity Cup 2026: Global Analytics Competition for Students
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Students, it’s time! Registration is now open for the 2026 Curiosity Cup. Take your analytics skills to the next level, compete with students worldwide and unlock incredible opportunities. Register your team by Feb 1:
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Alteryx One Product Launch: AI-Ready Data Analytics Platform
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Our newest product release is live! Enjoy powerful upgrades that make it easier to access AI-ready data, build trusted analytics, and fuel faster, smarter decisions across your business. Want the full walkthrough? Join our Dec. 10 webinar: https://
alteryx.com/resources/webi
nar/whats-new-in-alteryx-one
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Mistral 3 now available under Apache 2.0 license
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BREAKING: Mistral AI has released Mistral 3 Large and Ministral 3 in various sizes under the Apache 2.0 License! – Ministral 3 3B-25-12
– Ministral 3 8B-25-12
– Ministral 3 14B-25-12
– Mistral Large 3 (675B) -

Six Pillars of Sovereign AI Determining National Leadership
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🔥🤖Why Does Sovereign #AI Determine Which Nations Lead the Future❓ 🎯AI is no longer “technology”, it is national infrastructure and a strategic power layer. Here is what the 6️⃣ Pillars of Sovereign AI truly mean⤵️ 1️⃣ Data Sovereignty ➜ Who shapes your model’s worldview ▪️Models trained on foreign data inherit foreign values and cultural logic 2️⃣ Model Architecture Sovereignty ➜ Whose reasoning patterns does your AI follow ▪️ Base models embed the creator’s logic, safety defaults & cognitive biases 3️⃣ Compute Sovereignty ➜ Who controls your ability to train ▪️ Without sovereign compute, nations cannot independently build or scale their models 4️⃣ Inference Sovereignty ➜ Where does your national data actually run ▪️ If sensitive workloads run on foreign clouds, they fall under foreign jurisdiction 5️⃣ Data Center Sovereignty ➜ Where does your AI physically live ▪️ Foreign-owned infrastructure means foreign leverage over critical systems, energy security 6️⃣ AI Economy Sovereignty ➜ Who captures the value ▪️ A nation can build strong models yet lose the economic upside if the value flows abroad 💡The truth is simple ➜ Countries aren’t racing toward Sovereign AI because it’s fashionable; they’re racing because it determines who shapes the future By Alex Issakova @enilev @Jagersbergknut @TysonLester @CurieuxExplorer @GlenGilmore @chidambara09 @jeancayeux @mvollmer1 @Nicochan33 @RLDI_Lamy @pierrepinna @pchamard @Analytics_699 @mikeflache @JeromeMONANGE @FrRonconi @Fabriziobustama @PawlowskiMario @theomitsa @drsharwood @kalydeoo @TAEVisionCEO @baski_LA @AnthonyRochand @smaksked @Eli_Krumova @andresvilarino @fernandolofrano @gvalan @bimedotcom @NewsNeus @domingonarvaez1 @thomas_dettling @kanezadiane @dinisguarda @FmFrancoise @nafisalam @Mhcommunicate @Corix_JC @jblefevre60 @smoothsale @amalmerzouk @PVynckier @bbailey39 @SiddharthKS @anand_narang @bamitav @Nitin_Author
→ View original post on X — @marcusborba, 2025-12-02 14:07 UTC
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ChatGPT Analyzes Sales Data Trends
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4/ Data analysis and visualization
— God of Prompt (@godofprompt) 2 décembre 2025
Uploaded a messy CSV with 10k rows of sales data to ChatGPT.
"Clean this data, identify trends by region and product category, flag anomalies, and write Python code to generate 3 visualizations that tell the story."
It caught a data entry… pic.twitter.com/cTWXejx5SB4/ Data analysis and visualization Uploaded a messy CSV with 10k rows of sales data to ChatGPT. "Clean this data, identify trends by region and product category, flag anomalies, and write Python code to generate 3 visualizations that tell the story." It caught a data entry
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Snorkel DaaS Ops Team Hiring: Data Engineering and ML Roles
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We’re hiring! The Snorkel DaaS Ops team is growing — with multiple roles open across data engineering, operations, and analytics. Interested in AI, data pipelines, or working at the intersection of ML + delivery?
Check out open positions (remote & on-site) → -
AI Control Over Data and Online Decision Making
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Who’s really in control of your data and decisions online?
— SAS Software (@SASsoftware) 1 décembre 2025
In our newest episode, Kimberly speaks with Kati Walcott — Founder & CTO of Synovient and a prolific tech inventor focused on digital rights — about how AI shapes our choices, why intent matters, and what it takes to… pic.twitter.com/CFZNhrAMIZWho’s really in control of your data and decisions online? In our newest episode, Kimberly speaks with Kati Walcott — Founder & CTO of Synovient and a prolific tech inventor focused on digital rights — about how AI shapes our choices, why intent matters, and what it takes to
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SAS Enhances Information Security Risk Management for Financial Institutions
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SAS strengthens information security & governance with unified risk management so you can focus on unlocking new possibilities for your customers and stakeholders. Read Askari Bank’s success story + request a demo: http://
2.sas.com/60107eRLG #Finance