A developer at endoflife.ai analyzed 7,144 software versions across 463 products and found the median supported lifespan is 18 months. The dataset, drawn from the open-source endoflife.date project, r…
A developer built Sleep Guardian, an edge AI system on Raspberry Pi that uses Whisper-tiny and Temporal Convolutional Networks to classify sleep sounds like snoring and apnea locally without sending a…
Wi-Fi signals can be used with AI to detect movement, presence, and activities like walking or falling without cameras. The technology analyzes how radio waves change when people move, offering privac…
A developer released Flippermind-lite, a Super Tiny Language Model (STLM) designed to run on small devices like the Flipper Zero and Raspberry Pi. The project uses Qwen2.5-0.5B and includes fixes for …
A new interactive tool called Tokenspeed lets users experience LLM token-generation rates firsthand by rendering code, text, reasoning, and agent output at adjustable speeds from 5 to 800 tok/s. The t…
Nova, a home AI running locally in France, reduced its first-reply latency from 242 seconds to 11 seconds by disabling unused tool schemas, caching the prompt per session, and moving cold starts to a …
Emerging Robotics founder and developer Jordan Herlein announced Gorai, an open-source robotics framework written in Go that treats a robot as a distributed system with sensors as resources and actuat…
A developer provides a technical guide for compiling llama.cpp on Debian 12/13, covering native builds and cross-compilation from x86_64 to ARM64. The guide includes steps for enabling OpenBLAS and ve…
A developer running a team of AI sub-agents from a Raspberry Pi in France identified four structural failure modes in multi-agent orchestration: agents incorrectly concluding absence from a single sea…
A developer built Bird-Away, a Raspberry Pi-powered system that uses an RTSP camera and Claude AI to detect birds in a pool, then triggers a sprinkler to deter them. The system saves images and video …
A developer revived an Anki Vector robot from 2018 by replacing its defunct cloud services with a Raspberry Pi running WirePod and a local AI model, Gemma 4 12B via Ollama. The robot now responds to o…
A new analysis of edge AI hardware reveals that TOPS (trillions of operations per second) is a poor predictor of large language model (LLM) performance, with memory capacity and bandwidth being the cr…
A guide details how to build a private, offline AI assistant on a Raspberry Pi 5 using pre-trained language models, emphasizing the need for 8GB or 16GB RAM, active cooling, a proper power supply, and…
Google Coral and Hailo-8 TPUs cannot run large language models because they are designed for vision tasks, lacking the memory bandwidth and capacity required for LLM inference. Hailo's new Hailo-10 ch…
Midjourney released a behind-the-scenes video of its dunk-tank ultrasound scanner, but the tour offered little evidence to support the company's claims of transforming medicine. The video, hosted by a…
HookProbe, an open-source, AI-native edge IDS/IPS, relies on eBPF maps for high-speed packet processing on low-cost hardware like the Raspberry Pi. The project explains common eBPF map creation failur…
IceWhaleTech has released CasaOS, an open-source home server operating system that simplifies running Docker applications. The platform aims to provide a low-cost personal cloud solution for data mana…
A developer built NanoMaestro Realtime, a 50MB AI music model with 13M parameters that generates piano music in real time on CPU in the browser, using ONNX and Transformers.js. The model runs on older…
The WEEDINATOR, an open-source autonomous weeding platform built by the GOAT INDUSTRIES team, has reached a milestone as an effective horticultural instrument after nearly a decade of development. Bas…
A fully offline voice assistant running on a Raspberry Pi 4 or 5 uses Google's Gemma LLM via Ollama, Whisper for speech-to-text, and Piper for text-to-speech, achieving 12-25 second latency with no cl…