Benchmarks should reflect real-world performance. That’s why we’re excited to share that Nemotron 3 Super has topped the open source category on the EnterpriseOps-Gym leaderboard. This agentic gauntlet evaluates performance across 1,150 tasks in fully interactive environments
RESEARCH
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Clark’s RSI definition: frontier model trains successor, not human obsolescence
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Note Clark’s definition of RSI here, from his newsletter, is “a frontier model is able to autonomously train a successor version of itself.” This is a weaker claim than what I assumed he meant, which was that human researchers would no longer be useful vs. AI ones.
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Empathy as Hidden State Modeling in AI Agents
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With empathy, do you mean the ability to model the hidden states of another agent?
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Auditing CV Model Failure Modes Before Production Deployment
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Accuracy is table stakes. Failure modes decide whether your CV model survives production.
— Satya Mallick (@LearnOpenCV) 4 mai 2026
Same benchmark scores. Opposite real-world performance.
Dr. Satya Mallick on what to audit before you ship 👇#ComputerVision #MachineLearning pic.twitter.com/USnlxQsp9kAccuracy is table stakes. Failure modes decide whether your CV model survives production.
Same benchmark scores. Opposite real-world performance.
Dr. Satya Mallick on what to audit before you ship #ComputerVision #MachineLearning -
HexRunner Achieves Stable 30 MPH Locomotion Through Engineering Design
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Designing for Speed: How HexRunner Achieved Stable 30 MPH Locomotion
— Ronald van Loon (@Ronald_vanLoon) 4 mai 2026
by @lukas_m_ziegler
#EmergingTech #Engineering #ArtificialIntelligence #Innovation #Technology pic.twitter.com/1BRRejkfW4Designing for Speed: How HexRunner Achieved Stable 30 MPH Locomotion
by @lukas_m_ziegler #EmergingTech #Engineering #ArtificialIntelligence #Innovation #Technology -
Frontier model can autonomously train successor version
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In his newsletter, he defines it as “a frontier model is able to autonomously train a successor version of itself,” which I admit is a weaker definition than what I assumed he meant (human AI researchers no longer useful vs. AI ones)
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Jack Clark: 60% probability of RSI by end of 2028
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Anthropic co-founder Jack Clark says 60% chance of RSI by end of 2028:
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Deep Learning with Python Now Free to Read Online
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I wrote Deep Learning with Python to be the definitive guide to how deep learning works and how to best make use of it. Tens of thousands of people got their career start via this book. 120,000 copies sold, and downloaded by millions more. And now it's free to read online:
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Google DeepMind TIPSv2 Boosts Vision-Language Dense Patch-Text Alignment
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Can vision-language models truly see the fine-grained details in images? Google DeepMind presents TIPSv2. They boost dense patch-text alignment using three novel tricks: a distillation method where the student outperforms the teacher, an upgraded masked image objective
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AI Transparency and Cognitive Impact on Developing Brains Needed
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At the minimum, transparency in what queries lead to which outputs (interpretability), how this connects to educational principles/pedagogy, more evidence of how this may impact cognition, especially of developing brains, in the short, medium and long term.