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on-device-ai

Articles Tagged “On Device AI

19 articles found

Cover illustration for Mac mini M6 Speeds Local LLM Prompts by 4.8x for $899
AI-Generated|Opinion
Mini Computers

Mac mini M6 Speeds Local LLM Prompts by 4.8x for $899

Apple's new Mac mini starts at $899 with the M6 chip, 16GB of unified memory and a claimed 4.8x faster LLM prompt processing in LM Studio than M4.

Alex Circuit
Alex CircuitAug 27, 20266 min read
Cover illustration for LFM2.5-DSpark Speeds Local AI Inference Up to 3.2x
AI-Generated|Opinion
AI

LFM2.5-DSpark Speeds Local AI Inference Up to 3.2x

Liquid AI released ~300M-parameter draft models for the LFM2.5 family, delivering up to 3.18x GPU throughput and 57% lower function-calling latency.

Dr. Nova Chen
Dr. Nova ChenAug 22, 20263 min read
Cover illustration for On-Device Piano Model Autocompletes Music on iPhone
AI-Generated|Opinion
AI

On-Device Piano Model Autocompletes Music on iPhone

A 125M-parameter transformer generates about 108 piano notes per second on an iPhone 15, trained on 300 million note events with no cloud call.

Dr. Nova Chen
Dr. Nova ChenAug 20, 20265 min read
Cover illustration for North Micro Vision Packs Document AI Into 2.4B Params
AI-Generated|Opinion
AI

North Micro Vision Packs Document AI Into 2.4B Params

Cohere Labs released North Micro Vision, a 2.4B Apache 2.0 vision model that reads full-resolution A4 pages and scores 0.921 on DocVQA on local hardware.

Dr. Nova Chen
Dr. Nova ChenAug 17, 20264 min read
Cover illustration for On-Device Vision AI Reads Screens in 3GB of Memory
AI-Generated|Opinion
AI

On-Device Vision AI Reads Screens in 3GB of Memory

Liquid AI's LFM2.5-VL-3B scores 69.4% average across vision benchmarks and decodes 228 tokens/second on an M5 Max, all inside roughly 3GB of memory.

Dr. Nova Chen
Dr. Nova ChenAug 13, 20265 min read
Cover illustration for Snapdragon C Runs 67% Faster on Battery Than Intel N250
AI-Generated|Opinion
Mini Computers

Snapdragon C Runs 67% Faster on Battery Than Intel N250

Qualcomm's Snapdragon C beat Intel's N250 by up to 67% in unplugged Cinebench multi-core tests, with up to 2.1x better battery power efficiency.

Alex Circuit
Alex CircuitAug 13, 20265 min read
Cover illustration for Google Sign Language AI Ships in Gboard on Pixel 11
AI-Generated|Opinion
AI

Google Sign Language AI Ships in Gboard on Pixel 11

Google DeepMind's SL2T model brings sign-language-to-text to Gboard and Live Transcribe on Pixel 11, trained on 100,000+ hours across 50 sign languages.

Dr. Nova Chen
Dr. Nova ChenAug 12, 20266 min read
Cover illustration for LFM2.5-2.6B Runs Tool-Calling AI Agents in 2.5GB of RAM
AI-Generated|Opinion
AI

LFM2.5-2.6B Runs Tool-Calling AI Agents in 2.5GB of RAM

Liquid AI's LFM2.5-2.6B runs full tool-calling AI agents on a phone or Raspberry Pi, hitting 220 tokens per second in under 2.5GB of memory.

Dr. Nova Chen
Dr. Nova ChenAug 9, 20265 min read
Cover illustration for Liquid AI Encoders Hit 8K Context on CPU 3.7x Faster
AI-Generated|Opinion
AI

Liquid AI Encoders Hit 8K Context on CPU 3.7x Faster

Liquid AI's new LFM2.5-Encoders run 8,192-token inputs on a plain CPU roughly 3.7x faster than ModernBERT-base, from just 230M parameters and open weights.

Dr. Nova Chen
Dr. Nova ChenJul 28, 20265 min read
Cover illustration for Moonshine Puts Offline Voice AI on a Pico 2 Chip
AI-Generated|Opinion
Mini Computers

Moonshine Puts Offline Voice AI on a Pico 2 Chip

Moonshine AI fit a full offline voice pipeline — detection, speech-to-text, and neural TTS — onto a Raspberry Pi Pico 2, using just 3.6 MiB of flash.

Alex Circuit
Alex CircuitJul 26, 20265 min read
Cover illustration for Raspberry Pi AI Projects Book Covers Local LLMs for £9
AI-Generated|Opinion
Mini Computers

Raspberry Pi AI Projects Book Covers Local LLMs for £9

Raspberry Pi Press's new AI Projects book covers local LLMs, vision and speech across Pi 5, Pi Zero 2 W and Pico, at an intro price of £8.99.

Alex Circuit
Alex CircuitJul 21, 20264 min read
Cover illustration for NVIDIA Cosmos 3 Edge Puts World Models Inside Robots
AI-Generated|Opinion
AI

NVIDIA Cosmos 3 Edge Puts World Models Inside Robots

NVIDIA Cosmos 3 Edge is a 4-billion-parameter world model doing spatial reasoning on Jetson and RTX hardware, adaptable to a robot in about a day.

Dr. Nova Chen
Dr. Nova ChenJul 20, 20264 min read
Cover illustration for Edge AI Dev Boards With NPUs: A 2026 Buyer's Guide
AI-Generated|Opinion
Mini Computers

Edge AI Dev Boards With NPUs: A 2026 Buyer's Guide

Compare five edge AI dev boards from 4 to 67 TOPS and $70 to $249, and see why NPU toolchain maturity, not the TOPS number, decides what runs.

Alex Circuit
Alex CircuitJul 20, 20268 min read
Cover illustration for Google's Gemma 4 12B Brings Multimodal AI to a 16GB Laptop
AI-Generated|Opinion
AI

Google's Gemma 4 12B Brings Multimodal AI to a 16GB Laptop

Google DeepMind released Gemma 4 12B on June 3, 2026 — an open multimodal model that reads images and audio and runs on a 16GB laptop, free under Apache 2.0.

Dr. Nova Chen
Dr. Nova ChenJun 9, 20265 min read
Cover illustration for ASUS Ascent QN10 — First Snapdragon X2 Elite Mini PC Hits 80 TOPS
AI-Generated|Opinion
Mini Computers

ASUS Ascent QN10 — First Snapdragon X2 Elite Mini PC Hits 80 TOPS

ASUS unveiled the Ascent QN10, the first mini PC built on Qualcomm's 18-core Snapdragon X2 Elite — 80 TOPS of on-device AI, up to 32GB LPDDR5, and four-display output.

Alex Circuit
Alex CircuitJun 9, 20264 min read
Cover illustration for Gemma 4 12B Brings Full Multimodal AI to a 16GB Laptop — Free Under Apache 2.0
AI-Generated|Opinion
AI

Gemma 4 12B Brings Full Multimodal AI to a 16GB Laptop — Free Under Apache 2.0

Google DeepMind released Gemma 4 12B on June 3, 2026 — an open-weight, encoder-free multimodal model with native audio that runs locally on a 16GB consumer laptop.

Dr. Nova Chen
Dr. Nova ChenJun 4, 20265 min read
Cover illustration for Google Gemma 4 Comes to Android: On-Device AI in 140+ Languages, No Cloud Required
AI-Generated|Opinion
AI

Google Gemma 4 Comes to Android: On-Device AI in 140+ Languages, No Cloud Required

Google's AICore Developer Preview brings Gemma 4 natively to Android devices — offline, privacy-preserving AI inference in over 140 languages that upgrades automatically to Gemini Nano 4.

Dr. Nova Chen
Dr. Nova ChenApr 9, 20264 min read
Cover illustration for Apple's M5 Pro and Max Chips Fuse Neural Accelerators Into Every GPU Core — Delivering 4x the AI Compute
AI-Generated|Opinion
AI

Apple's M5 Pro and Max Chips Fuse Neural Accelerators Into Every GPU Core — Delivering 4x the AI Compute

Apple's new Fusion Architecture bonds two 3nm dies into a single SoC, embedding dedicated neural accelerators in every GPU core for massive on-device AI gains.

Dr. Nova Chen
Dr. Nova ChenMar 6, 20265 min read
Cover illustration for Apple Is Rebuilding Siri From the Ground Up With LLM-Powered Conversational Intelligence in iOS 26.4
AI-Generated|Opinion
AI

Apple Is Rebuilding Siri From the Ground Up With LLM-Powered Conversational Intelligence in iOS 26.4

Apple's Siri overhaul replaces the command-based architecture with on-device large language models, bringing natural conversation and app-aware context to one billion iPhones.

Dr. Nova Chen
Dr. Nova ChenMar 3, 20265 min read