Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
A developer successfully ran a 35-billion-parameter Mixture-of-Experts model on a 2017 AMD RX 580 8GB GPU using Vulkan, bypassing CUDA and ROCm. The project, called Polaris Revival, achieved 17-18 tokens per second for L…
A new scheduling technique called TurboPrefill reduces waiting time for Vision Language Models by nearly half, from 9.0 to 4.6 seconds, without changing model weights or architecture. The optimization, validated on Qwen2…
A developer built a simple crypto trading bot using CCXT and asyncio to automate repetitive manual trading tasks. The bot watches market conditions and executes trades based on a moving average strategy, handling rate li…
Alloy, a new PyTorch backend and inference engine for Apple Silicon, has been released as a technical preview. The open-source project compiles Python GPU kernels to Metal and supports LLM serving with a drop-in compatib…
A developer used Gemini Flash Lite to transcribe a video explaining High Bandwidth Memory (HBM) technology. The video details how HBM achieves high bandwidth through an extremely wide bus width, contrasting with traditio…
A developer set out to test whether machine learning can reliably predict stock prices, documenting common pitfalls like look-ahead bias and the importance of using stationary returns instead of raw prices. After shiftin…
A new appendix maps structural parallels between DNA and large language models, identifying a shared developmental-ledger pattern of possibility, gate, commitment, ledger, inheritance, development, and repair. The mappin…
A developer released NeuroImprint Detector, an open-source framework that audits PEFT adapters in Federated Learning for backdoors that memorize training data. The tool can detect and reconstruct up to 79% of original sa…
A developer using PyTorch and Lightning AI demonstrated automated neural network training with GPU acceleration. By setting the trainer's accelerator and devices to 'auto', Lightning automatically detects and utilizes av…
A developer built a fully offline voice assistant on a Raspberry Pi 4 or 5 using local AI models. The device records audio, processes it with Whisper for speech-to-text, runs a local language model via Ollama, and respon…
Steve Harris and the author have built Lume, an open-source Rust hybrid search engine designed for agentic systems, which combines field-aware BM25, dense vectors, and an entity graph to provide auditable, inspectable re…
A developer built an animated neural network visualization that shows forward pass, loss, and backpropagation in real time. The project uses Framer Motion for smooth animations and includes a fixed-timing system to ensur…
A new chess benchmark, chess-bench, ranks AI models by performance, with Gemini 3.5 Flash leading at 61.3%, followed by Grok 4.1 Fast at 58.7% and Gemini 3.1 Pro Preview at 55.3%. The test included Claude Fable 5, which …
Senior engineers can now learn the internal architecture of large language models in a new five-part series. The second installment explains why recurrent neural networks have been replaced by transformers, which use att…
Physicist and blogger Tommaso Dorigo delivered the second plenary talk at the AI4X - Accelerate Conference 2026 in Singapore, arguing that fundamental science needs a phase transition where AI guides experimental design …
A large cohort study published in PLOS One found that higher plasma vitamin C levels are independently associated with greater brain volume and stronger default mode network connectivity in older adults, suggesting a pro…
India's Directorate General of Civil Aviation is developing an AI-driven eGCA 2.0 platform that will incorporate machine learning, blockchain, and predictive surveillance to strengthen regulatory oversight and streamline…
Google Research developed MoGen, an AI model that generates synthetic neuron geometries to improve brain mapping. The model reduced reconstruction errors by 4.4%, potentially saving 157 person-years of manual proofreadin…
A new study in NEJM AI found that OpenAI's o3 model helped diagnose 18 children with previously unsolved medical mysteries at Boston Children's Hospital, including rare neurodevelopmental and neuromuscular disorders. The…
An AI infrastructure engineer at a major industrial company seeks advice on transitioning from SRE-focused work to a proper software engineering role in AI infrastructure, asking for skills, resources, and experiences fr…