AI that runs on-device — phones, cars, cameras and sensors. Privacy-friendly, latency-free inference outside the cloud.
416 articles
Nvidia CEO Jensen Huang announced plans for two future generations of RTX Spark chips, the N2X and N3X. The long-term vision is to create highly interactive, voice-controlled computing experiences inspired by Star Trek and Star Wars.
The Verge · 107d ago
In 2026, Insta360’s revenue grew more than 50% year over year, but attributable profit plunged 94.15% and non-GAAP profit turned negative. Its Kira AI voice assistant, designed for the GO Ultra camera, was delayed before finally arriving through a firmware update, highlighting the difficulty of bringing cloud-edge AI to compact hardware.
虎嗅 · 10d ago
NIO reported three consecutive quarters of operating profit, with second-quarter revenue up 69.1% and vehicle gross margin reaching 18.5%. Its strategy centers on protecting total gross profit while scaling its in-house Shenji chip, NWM world model, multi-brand portfolio, and asset-light battery-swapping network.
虎嗅 · 11d ago
GMK showcased the EVO-X5 Pro at IFA 2026 with AMD’s Ryzen AI Max+ PRO 495 processor and 192GB of unified memory. Its integrated Radeon 8065S GPU can use up to 160GB of memory, enabling local execution of 300B-parameter AI models.
IT之家 · 13d ago
Apple is reportedly handing its CEO role to product executive Ternus, while Nvidia launches the RTX Spark AI PC in the same month. The developments raise questions about who will define the future direction of edge AI.
钛媒体 · 14d ago
NVIDIA outlines how developers can deploy and optimize reasoning and agentic AI models on NVIDIA Jetson devices. Local inference can reduce data-center dependencies, network latency, costs, and data-exposure risks.
NVIDIA Developer Blog · 14d ago
Minisforum unveiled the NAS N5 Max-P495 and MS-S1 Max-P945 at IFA 2026 as local AI computing solutions. Both systems use AMD Ryzen AI Max+ Pro 495 processors and are designed to run AI models locally.
Tom's Hardware · 14d ago
Ugreen launched HomeAgent, a smart home platform centered on hubs that combine local storage, on-device AI, and home automation. Its Uliya voice assistant enables natural-language interaction, while the company promises that core processing runs locally, with some limitations.
The Verge · 14d ago
Ugreen has introduced three smart home hubs that use local AI instead of cloud processing. The top model runs on Nvidia's Jetson Thor platform and costs $20,000.
Engadget · 15d ago
Anker’s Eufy MindBase is a local AI hub for security cameras that runs an Anker-developed LLM on the device. It is designed to analyze camera footage without sending it outside the home, while also serving as a Matter-compatible whole-home connectivity hub.
The Verge · 16d ago
CXMT has reportedly begun mass production of LPDDR6 memory, with Xiaomi selected as the first launch partner instead of Huawei. Its 12,800-speed product trails South Korean vendors’ 14,400 specification but exceeds the industry standard and may strengthen China’s position in the memory supply chain.
虎嗅 · 16d ago
NASA’s Starling mission demonstrated FALCON, an onboard optical-navigation system that lets a small satellite determine its position without GPS or ground intervention. By observing spacecraft and orbital debris, the system corrected the predicted trajectories of more than 200 objects over three days.
虎嗅 · 16d ago
Qualcomm launched the Dragonwing Q-2390 and IQ-2390 processors for consumer IoT, industrial edge computing, and AI-enabled devices. Both chips combine quad-core Kryo CPUs, Adreno704 GPUs, and real-time RISC-V MCUs, with evaluation kits expected in early 2027.
IT之家 · 17d ago
Pollen Robotics’ Microduck, a $399 bipedal robot, generated more than $2.6 million in orders within 24 hours and helped drive investor enthusiasm for edge AI chips. Built around Rockchip’s RK3566, the robot runs control inference locally and exposes its software and training pipeline to developers.
虎嗅 · 17d ago
Diffusion language models are being explored as an alternative execution path for Agents that traditionally rely on cloud-based large models. By changing how language is generated and combining this with parallel edge-chip computing, the approach reportedly cuts Agent execution time by up to five times.
钛媒体 · 18d ago
SenseTime spin-out Imvision Innovation is positioning its AI imaging co-processors for entry into major camera supply chains. The company is testing whether a secondary AI chip can eventually evolve into a complete system-on-chip.
Pandaily · 19d ago
An independently implemented 2.4–4 million-parameter latent flow transformer generates 128×128 face images directly on an RP2350 microcontroller. Quantized int8 inference completes in roughly 20 seconds at its longest generation time, with output displayed on a monitor or transferred over USB.
Reddit r/MachineLearning · 21d ago
This research identifies an Accuracy-Efficiency Paradox in on-device energy forecasting: highly accurate models can consume more energy than they save. It proposes a Total Cost of Ownership framework that combines inference energy use with battery aging to measure net energy loss.
ArXiv AI · 22d ago
Insta360 introduced Cameraman, a vision for an autonomous photography robot or Camera Agent that can see, understand, act, and deliver finished content. The concept lacks a finalized product form, technical roadmap, or commercialization timeline, while the company's first-half profit fell 94.15% amid sharply higher R&D spending.
虎嗅 · 22d ago
Xiaomi president Lu Weibing unveiled the Xuanjie O100 prototype, an on-device AI terminal designed without a rear camera. The device uses dual-chip computing and active air-cooling to run MiMo at approximately 295 tokens per second.
Pandaily · 25d ago
Xiaomi has unveiled a broader 玄戒 AI chip product family. The company also announced a new wide-folding smartphone, expanding its AI hardware and device portfolio.
Ifanr (爱范儿) · 26d ago
Xiaomi has unveiled the Xuandjie D100, described as China’s first 3nm high-compute AI chip for intelligent driving. The completed chip is scheduled for commercial deployment next year, with capacity for large-scale on-device models.
IT之家 · 26d ago
Anduril is expanding its Seattle-area engineering operation, with regional headcount potentially growing from 560 to 1,000 engineers. The company is developing augmented reality glasses, digital night vision, and edge-computing hardware for the U.S.
GeekWire · 28d ago
NVIDIA demonstrates how developers can build real-time edge AI applications with Holoscan using its CLI, skills, documentation, and AI coding agents. The workflow leverages HoloHub’s reference applications and reusable components to help agents assist with development.
NVIDIA Developer Blog · 30d ago
Ukrainian intelligence claims that Russia’s S-71 “Monochrome” cruise missile contains Nvidia Jetson Orin NX modules. The reported hardware could support AI-enabled terminal guidance, although the claim and the module’s operational role have not been independently verified.
Tom's Hardware · 35d ago
XPeng is changing its vehicle-development and manufacturing approach while positioning AI as a central capability. The company must convince investors that stronger AI can arrive alongside lower hardware costs and visible scale economies.
钛媒体 · 37d ago
BIOSTAR launched the EdgeComp MT-N150, a compact industrial computer built around Intel N150 processors and supporting discrete NPUs from DEEPX and MemryX. It targets edge computing workloads such as intelligent security and smart-city deployments.
IT之家 · 37d ago
ModelBest has filed IPO counseling documents with the Shanghai Securities Regulatory Bureau, appointing CITIC Securities as its advisor. A mid-July funding round valued the company at more than 20 billion yuan, while its MiniCPM models have surpassed 38 million downloads across GitHub and Hugging Face.
Pandaily · 38d ago
面壁智能在半年內完成超過50億融資，估值突破200億，成為端側AI領域的重要獨角獸。文章指出，其高估值仍需要更多商業化成果驗證。
钛媒体 · 38d ago
NVIDIA JetPack 7.2.1 adds Agentic Video Skills and T3000 emulation for Jetson applications. The update targets video-heavy workloads spanning robotics, intelligent video analytics, industrial automation, healthcare, media processing, and remote operations.
NVIDIA Developer Blog · 38d ago