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Jetson

4 posts

A 4B AI Model Drives a Robot Arm on Jetson Thor, No Datacenter in the Loop
Edge AI4 min read

A 4B AI Model Drives a Robot Arm on Jetson Thor, No Datacenter in the Loop

NVIDIA post-trains Cosmos 3 Edge for on-device manipulation, a PKU lab ships a llama.cpp engine for VLA policies, and Jetson's next Orin Nano gets a ship date.

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Jetson Thor Sprints Past llama.cpp While a 15M-Parameter LLM Still Fits an $8 Chip
Edge AI4 min read

Jetson Thor Sprints Past llama.cpp While a 15M-Parameter LLM Still Fits an $8 Chip

NVIDIA posts a 6.4x MLPerf edge win on Jetson AGX Thor, a dense TinyStories model skips the flash trick, and a paper splits VLA robots between cloud and a tiny local model.

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Robot Policies Start Running Like Local AI Chatbots — Straight on the Device
Edge AI4 min read

Robot Policies Start Running Like Local AI Chatbots — Straight on the Device

A llama.cpp-style engine ports VLA robot policies to Jetson, NVIDIA doubles entry-level robotics compute, and a $10 chip proves the floor of local AI.

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Edge Dispatch: Edge Dispatch: NVIDIA Squeezes a 4B World Model Onto the Robot Itself as Liquid AI and AMD Chase the Same Edge
Edge AI3 min read

Edge Dispatch: Edge Dispatch: NVIDIA Squeezes a 4B World Model Onto the Robot Itself as Liquid AI and AMD Chase the Same Edge

A Jetson Thor robot policy, a GGUF port for VLA models, a 2.6B tool-calling LLM, and a new AMD robotics module — all inference, no data center.

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