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#edge AI

8 stories taggededge AI.

Illustration: A small palm-sized circuit board computer with heat fins sits on a steel factory workbench
Robotics

Liquid AI Releases Two Open-Weight Decision Models That Answer in Under 50 Milliseconds on Edge Hardware

The d1-3B and d1-omni-600M models skip word-by-word generation and return structured answers in a single calculation, fast enough to run on a $250 Jetson Orin Nano board.

3 min read
Illustration: A modern industrial robot arm frozen mid-motion on a factory floor
Robotics

NVIDIA's new Jetson Orin Nano 2 chip aims to put frontier AI inside drones and home robots

The tiny computer uses 40% less power than its predecessor while doubling AI processing speed, and NVIDIA says developers will be able to run frontier-grade intelligence directly inside physical machines.

4 min read
Cavernous data centre aisle
Frontier Labs

Liquid AI Squeezes Its Small Models onto Phones and Raspberry Pis Without Losing Much Quality

A new training trick called Quantization-Aware Distillation lets Liquid AI's compact language models run on cheap hardware while keeping 97% of their full-precision accuracy.

3 min read
Macro photograph of glowing amber light pulses travelling along the surface of a translucent circuit board, seen from directly above at a slight angle, deep bla
Frontier Labs

Liquid AI's LFM2.5-VL-3B Can Run on Your Phone and Still Read Your Screen

The new 3-billion-parameter vision model fits in 3 GB of memory, beats larger rivals on screen-reading benchmarks, and runs fast enough on a smartphone to be genuinely useful.

3 min read
Close-up editorial photograph of a pair of mechanical robotic gripper hands delicately holding a small household object such as a ceramic mug on a plain white t
Robotics

This Four-Legged Robot Inspects Factories Using AI, No Cloud Connection Needed

Avnet and Weston Robot have built a dog-like inspection robot that thinks for itself on-site, spots problems in real time, and works even when the internet is not available.

4 min read
A vast digital archive rendered as glowing blue filing cabinets extending to the horizon in a dark server room, with beams of bright white light scanning rapidl
Frontier Labs

Liquid AI's new 2.6B model runs AI agents directly on your laptop or phone

LFM2.5-2.6B is a compact AI model that can handle multi-step tasks without sending your data to the cloud, and it competes with models four times its size on key benchmarks.

3 min read
Illustration: an industrial robotic arm performing a welding operation on a thick metal plate inside a large factory
Robotics

Shining Light onto a Chip Could Give Robots a Faster AI Brain Update

Cornell Tech researchers have built a receiver that rewrites a chip's memory using flashes of light instead of electrical wires, and it could one day let warehouse robots refresh their AI models on the fly.

3 min read
Illustration: a large glowing data centre server room at night
Science & Space

NASA Ran a Google AI Model Inside a Satellite. Here Is What It Found.

A small, efficient AI model analyzed real images from orbit and sent back plain-text descriptions instead of raw data. It could cut wildfire alerts from 90 minutes to near-instant.

4 min read
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