Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
Researchers at the National Laboratory of the Rockies (NLR) have developed IPC-Fusion, an open-source toolkit that integrates data from cameras, radar, lidar, and connected vehicles to create a digital twin of intersecti…
Planet Labs, a satellite imaging company, is hiring a Senior Machine Learning Engineer in Arlington, VA, offering $161k–201k/yr, to develop novel embeddings-based change detection and computer vision techniques for Defen…
Google's new AI-based weather models are outperforming traditional physics-based systems like the ECMWF and GFS, generating 10-day forecasts in seconds on a single GPU compared to hours on massive clusters. The models le…
A developer has published a guide to implementing hybrid search in retrieval-augmented generation (RAG) pipelines, combining BM25 keyword search with dense vector embeddings using Reciprocal Rank Fusion (RRF). The approa…
A developer detailed three progressive architectural patterns for building production-ready AI agents on Google Cloud, using the Agent Development Kit (ADK) and modern LLM frameworks. The patterns cover local RAG with Fi…
Xaira Therapeutics, an AI-driven biotech startup headquartered in the San Francisco Bay Area, Seattle, and London, is hiring an AI Scientist Intern for its Computational Protein Design team, offering $10,000–$15,000 per …
Anthropic's automated self-improvement system improved performance on all 10 misalignment benchmarks without degrading overall behavior, a result that challenges naive fine-tuning assumptions. The approach generates its …
Bland AI, a San Francisco-based voice AI company, is hiring a Machine Learning Research Intern for its audio stack, offering a focused research project in speech-to-text, large language models, neural audio codecs, or te…
DeltaNet, a new linear attention mechanism introduced in a NeurIPS '24 paper by researchers including Bailin Wang, Yu Zhang, Yikang Shen, and Yoon Kim, replaces the softmax in attention with a delta rule to achieve linea…
A developer explains the Transformer architecture, the foundation of modern AI models like ChatGPT, covering its encoder-decoder structure, positional encodings, and multi-head attention. The post details how transformer…
Amazon Web Services (AWS) announced two new APIs for Amazon SageMaker Feature Store: BatchWriteRecord, which writes up to 25 records across multiple feature groups in a single call, and ListRecords, which enables enumera…
An engineer's blog post explains GPU architecture for machine learning, focusing on NVIDIA's CUDA platform and the parallel processing capabilities of GPUs. It breaks down key components like Streaming Multiprocessors an…
Sesame AI Labs released TurnBench, a multi-domain benchmark for evaluating conversational turn-taking in spoken dialogue, featuring a 30-hour corpus of 154 dyadic dialogues from Mundo AI and ranking models by recall, fal…
A developer named Pranshu640 built a hybrid retrieval system that combines dense and sparse vectors to search PubMed biomedical research, comparing dense search with sentence-transformers/all-MiniLM-L6-v2, BM25 sparse se…
Reflexio, a new learning platform for AI agents, claims to reduce task failure by 36% while saving more than 50% on tokens by turning user corrections and successful outcomes into reusable behavior changes. The platform …
Scikit-Learn Pipelines provide a cleaner way to build machine learning models by connecting preprocessing steps and a model into a single workflow, preventing data leakage and ensuring consistent application of transform…
ExlService Holdings Inc. completed its acquisition of iMerit Technology, a leader in AI model training and evaluation, with iMerit founder Radha Ramaswami Basu joining EXL as executive vice president and head of iMerit. …
Raspberry Pi's LesionIQ project uses a Raspberry Pi-based machine learning system to aid in early detection of skin cancer by photographing skin lesions through a user-friendly interface. The system demonstrates TinyM, a…
Aletheore, a code intelligence platform built by student developer Arihant, outperformed established competitors RepoWise and Graphify in head-to-head benchmarks. In tests across seven open-source codebases, Aletheore ac…
A developer's field notes detail the implementation of on-device tool calling in a fitness app using the Needle 2 model, a 45M-parameter, 2-bit quantized model that runs entirely on CPU with about 28 MB of peak session R…