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Source channel @githubtrending · Post #15062 · Aug 15

#python#mllm#point_clouds#scene_understanding#spatial_intelligence SpatialLM is a powerful 3D language model that turns complex 3D point cloud data from videos, RGBD images, or LiDAR into clear, structured 3D scene layouts showing walls, doors, windows, and objects with labels. It works without needing special equipment and can detect user-specified object categories. This helps you understand and analyze indoor spaces better, useful for robotics, navigation, and 3D design. You can run it on your data, visualize results, and even customize detection tasks easily, making 3D scene understanding more accessible and flexible for many applications. https://github.com/manycore-research/SpatialLM

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Crypto M - Crypto News

@CryptoM · Post #65220 · 04/12/2026, 04:08 AM

🚀 Google Quantum AI Reduces Resources Needed to Break Bitcoin Signatures Google Quantum AI research has significantly reduced the estimated resources required to break Bitcoin's ECDSA signatures by approximately 20 times. According to NS3.AI, this advancement places the theoretical threshold near 500,000 physical qubits. The primary risk is associated with transaction signing and addresses with exposed public keys, rather than Bitcoin mining or the entire blockchain. #Google#QuantumAI#Bitcoin#ECDSA#Cryptography#Qubits#Cybersecurity#Blockchain#BTC