- Source : https://www.deeplearning.ai/the-batch/issue-285/ - Auteur: [[https://www.facebook.com/DeepLearningAIHQ/]] - Notes liées : *** # Résumé DeepSeek has developed a new AI model called DeepSeek-R1 that excels at reasoning and problem-solving by revealing its thought process. The model was fine-tuned using a combination of reinforcement learning and a large dataset of reasoning examples. Additionally, new regulations are being proposed in various U.S. states to manage AI usage and prevent harmful applications. # Highlights - Humanoid Robot Price Break - **What’s new:** At the annual Consumer Electronics Show (CES) in Las Vegas, Unitree showed its [G1](https://info.deeplearning.ai/e3t/Ctc/LX+113/cJhC404/VVMvtG9h8k2TW7Lw4hV5j_hZ5W1RGk9h5r6F7LN84393j3qgyTW6N1vHY6lZ3mrW3fX_Hm2llGSkW6_vxT_73CY2FW3-vGLw4QvgnrN5DJGb-xK9l9N455vmkZ5VbpW3k2FVL5MlDNrW7dLMN22ydRPgW17zwl5374K7qW7V2yHn3j9gtzV2SJKv5Q1_FmW7PHb_W8zp2D4W2RHgRb4vbNZPN8mj7T8NyzDCVGJHZg7C32DhW8kVR6y976d1rW5vjbN816__vwW7mXrs337zFCyW1t2LfX3rpXpmW4bf7GD7wHsP4W4pf_2d6j0JwCW8jCDsR18MnSGW9j2gqx7hFc1df8KT8KR04?ref=dl-staging-website.ghost.io) ($16,000 with three-finger hands, $21,000 with five-finger, articulated hands), which climbed stairs and navigated around obstacles. Elsewhere on the show floor, EngineAI’s [PM01](https://info.deeplearning.ai/e3t/Ctc/LX+113/cJhC404/VVMvtG9h8k2TW7Lw4hV5j_hZ5W1RGk9h5r6F7LN84393C3qgyTW7lCdLW6lZ3nfW4kfQb88S80DkN3wcd2pPZwDFW2cLVTG55Y-J5W5-nCH47kD8lnW4G7RmB2DN_BMW6v1Z0z5lJhldW4mDfM92y8L7FW94vZWX3yN9L0VmMQNX2rVGxRN4WHxKxz2Y4fW278Ybr6D-V61VX0k_L1TxVM_W46sSZD5g_56nW6SYX0l232lqGW1dgHQC2GyqHrVlkzm581nbfdW6-D_F8122wKCV-_14w6hmV7nW2dv_Vp4dFwr6W6SfV252w3vPnW83NlwQ5s9m0HW6GX7786jwsynW1pzvx46q_PdDN4lqGnzknm-Qf24L3F004?ref=dl-staging-website.ghost.io) ($13,700 through March 2025 including articulated hands) and [SE01](https://info.deeplearning.ai/e3t/Ctc/LX+113/cJhC404/VVMvtG9h8k2TW7Lw4hV5j_hZ5W1RGk9h5r6F7LN84393C3qgyTW7lCdLW6lZ3kwN6M-vJFdk4y8W6k2Jgc19ktDcW14yz_F6gV0k7N4d79BCck8RDW2FWSnk32kV35W5ywj0312LnZXW80zBsZ386hhbW9cNPjd2w40Z5Vm73Zj72qc5FW3tGDf76VdV56N3cl4SnYb4LXW4ZZWv84Hw6PFW5vFXV48HPrQ2W5hyLyf6_4rSZV2p6_31nT-mhVRQplb8hLc93W7bRfFj2zq_yfW6shwDP2-w-WSW91w0LJ5mXQmpW3yt5vg1pCxX8W4_z4l951GhwRW6g9pPK37zy_pW15Kf_F5f6-zZW4nHmJX8Xq0lhf8gR-dM04?ref=dl-staging-website.ghost.io) (price not yet disclosed) marched among attendees with notably naturalistic gaits. - **How it works:** Relatively small and lightweight, these units are designed for household and small-business uses. They’re designed for general-purpose tasks and to maintain stability and balance while walking on varied terrain. - **Why it matters:** China’s push into humanoid robotics reflects its broader national ambitions. Its strength in hardware has allowed it to establish a dominant position in drones, and humanoid robots represent a new front for competition. China’s government aims to [achieve](https://info.deeplearning.ai/e3t/Ctc/LX+113/cJhC404/VVMvtG9h8k2TW7Lw4hV5j_hZ5W1RGk9h5r6F7LN84394b3qgyTW8wLKSR6lZ3ldW65DRSC3XG9GWW8k8pKs4Bf-x0W4YjKdr33sxq1W4jCMjQ7kQk15W7Tyxyb4vmdn6W1MB6mn6K9wN6W191DYR1JcYmPW4MKKNl2MNMcnW667Vx64GVZqJW1sGX278k46jbW2lR4Dt3T92HrW1zrL7727_VJRW5qVqxn8-5cP6W7CS8bG8-fdyBW4TkJHK56LMLkW4wJGV55r4NJ8W8mL1-_3zVy8TW6W8T9v84RnpRW5XrXVw5gD0v_W5C_yw17FC_P_W5dqBH971pFffW7NBFMr2Bd6CWW6GNkt33Slh3kW2sZv3B8mk385W7Tb8Zg6Yd5zmW60sY6D5dH4bNVmLqMR22SCMbW2yZb4Y191f7Hf4jj2Ws04?ref=dl-staging-website.ghost.io) mass production of humanoid robots by 2025 and establish global leadership by 2027, partly to address projected labor shortages of 30 million workers in manufacturing alone. Lower price points for robots that can perform arbitrary tasks independently could be valuable in elder care and logistics, offering tools for repetitive or physically demanding tasks.