A Guide to #Data Preprocessing
by @Python_Dv #DataScience #BigData
RESEARCH
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Data Preprocessing Guide for Data Science and Big Data
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NVIDIA GTC Showcases Next Era Physical AI Robotics
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Celebrate #NationalRoboticsWeek with a look back at NVIDIA GTC. From autonomous humanoids mastering complex 3D navigation to highly precise surgical arms and real-time conversational delivery bots, the next era of physical AI has arrived.
— NVIDIA (@nvidia) 10 avril 2026
Which robotic application are you most… pic.twitter.com/OmAd4LgyGtCelebrate #NationalRoboticsWeek with a look back at NVIDIA GTC. From autonomous humanoids mastering complex 3D navigation to highly precise surgical arms and real-time conversational delivery bots, the next era of physical AI has arrived. Which robotic application are you most
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AI-Driven Immune Cell Reset Offers Autoimmune Disease Remission Path
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322 days later, her immune cells returned healthy and naive, no longer attacking her body. The next step: controlled clinical trials and earlier intervention. If this scales, millions living with autoimmune diseases could see a path to remission, not just management.
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CAR-T Therapy Repurposed to Reset Immune System Entirely
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CAR-T therapy was built for cancer. Now it is being repurposed to reset the immune system entirely. The same team already put multiple lupus patients into remission. This case proves it can wipe out several autoimmune conditions simultaneously with one treatment.
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Engineered immune cells achieve full cancer remission in seven days
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Researchers in Erlangen, Germany extracted her immune cells, engineered them to hunt down the rogue cells causing the chaos, and infused them back in. One single treatment. Within 7 days she stopped needing transfusions. By day 25: full remission.
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AI Breakthrough Treats Severe Autoimmune Disease After Nine Failed Treatments
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Autoimmune diseases trick your immune system into attacking your own body.
This patient had three at once, destroying her red blood cells, platelets, and causing dangerous clots. Nine different treatments failed her. Nothing worked long-term. -

US Team Develops Framework for Safer Robot and Autonomous Vehicle Networks
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US-led team introduces framework to make networks of #Robots, self-driving cars safer
by Prabhat Ranjan Mishra @IntEngineering Learn more: https://
bit.ly/4vefwex #Robotics #EmergingTech #Technology #Innovation -

GPT-5.4 Time-Horizon Analysis with Reward Hack Methodology
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We ran GPT-5.4 (xhigh) on our tasks. Its time-horizon depends greatly on our treatment of reward hacks: the point estimate would be 5.7hrs (95% CI of 3hrs to 13.5hrs) under our standard methodology, but 13hrs (95% CI of 5hrs to 74hrs) if we allow reward hacks.
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OpenAI’s Claims About AI Benefiting Humanity Examined
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Everything you need to know about “Open”AI’s claims to be working on AI “for the benefit of humanity”.
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Microsoft Research Exposes Critical Flaw in AI Agent Verification
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New Microsoft research exposes a critical flaw in AI agents: How do you actually verify that an agent succeeded? Most benchmarks assume success… But in reality, evaluation itself is often broken. ⸻ Microsoft researchers introduce a new framework: Universal Verifier A