The solution is isolation by design. → Research agent: can browse the web, cannot touch private data
→ Action agent: can access sensitive tools, has no internet
→ Credentials: stored in a vault, agents use them without seeing secrets
→ Sensitive actions: trigger a human
SOFTWARE
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Isolation by design for secure agent operations
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Streaming 3D reconstruction from single camera, real-time, open-source
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🚨 Forget LIDAR.
— Charly Wargnier (@DataChaz) 27 juin 2026
The Robbyant team just dropped a streaming 3D model that reconstructs scenes live, at ~20 FPS, over long sequences.
One single camera. Runs in real time. Open-source.
Entirely end-to-end.
NO iterative optimization tricks and no post-processing cleanup steps!… pic.twitter.com/zo8GuGQYdIForget LIDAR. The Robbyant team just dropped a streaming 3D model that reconstructs scenes live, at ~20 FPS, over long sequences. One single camera. Runs in real time. Open-source. Entirely end-to-end. NO iterative optimization tricks and no post-processing cleanup steps!
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How open source and local AI can defeat Microsoft
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Except that we can make Opensource and Local AI win. Anthropic isn’t Google, it’s Microsoft , and Microsoft was beaten; they even ship Linux now.
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Raven: Memory-First Self-Evolving Agent Coming Soon
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Perhaps the market won't even give us six months. We are also juggling research, development, product, design, and operations. However, under this pace, it is difficult to ensure academic results, code quality, product experience, and even design taste. Fortunately, the team atmosphere is very good, and everyone wants to make this happen. You can also look forward to our upcoming release of Raven, a Memory-first, ultra-strong self-evolving Agent.
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AI Agent Tech Stack Explained with Key Technologies and Tools
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The AI Agent Tech Stack Explained! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
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Machine Learning Credit Risk Classifier from Raw Data to Approval Prediction
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Machine Learning with Python! A Credit Risk Classifier: From Raw Data to Approval Prediction! The Benefit of an Excellent 820 Credit Score! What You Need to Know! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow
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Prediction of Cysteine Using Deep Learning Framework
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Prediction of Cysteine Based on Deep Learning Framework! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
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Deep Dive into Machine Learning
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Deep Dive into Machine Learning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Types-of-ML-Le
arning
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Deep Agents uses cache-aware requests to reduce costs
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> Better Caching – Cache misses are the easiest way to drive your cost up. All of our requests are cache aware, so we’re reusing a warm cache wherever possible. We do this for you in Deep Agents – see our blog on it here: https://
x.com/its_ao/status/
2070556265906917860?s=20
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AI reduces motion jitter in referee POV for immersive World Cup broadcast
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A great example of AI improving the experience behind the broadcast, not just on the screen. Reducing motion jitter in a referee point-of-view feed can make fast, high-pressure moments clearer and more immersive for fans watching around the world. @Lenovo #FIFAWorldCup