Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
PostHog engineer Robbie Coomber rebuilt the company's SQL parser using AI agents, replacing an ANTLR-generated parser with a hand-rolled recursive-descent parser that runs 70 times faster. The project used parallel Claud…
A developer built Modelplane, an open-source inference control plane using Crossplane, to manage GPU fleets across clouds, neoclouds, and on-premise environments. The platform allows platform teams to turn scattered acce…
Developer Jason Van Pham released Niodoo, a runtime that uses hidden state steering to improve small language models' performance without fine-tuning, enabling self-correction and memory systems. The tool, which runs on …
VideoDB Labs released an open-source pipeline for evaluating video vision-language models (VLMs) that emphasizes comparing full configurations—including segmentation, frame sampling, resolution, prompts, and post-process…
Data scientists have developed Linear Trees, a hybrid model combining decision tree structure with linear regression, which fits separate linear models within each leaf region to capture nonlinear relationships and marke…
Gradium launched two real-time speech translation models, stt-translate and s2s-translate, covering 20 language pairs across English, French, German, Spanish, and Portuguese. The models collapse the standard three-model …
Roboflow released a tutorial demonstrating how to automate steel surface defect inspection using an RF-DETR Small model and a Roboflow Workflow that sorts images into pass, review, or fail categories. The approach addres…
AMD released the FSR SDK v2.3 update, making ML-based FSR Upscaling 4.1 available on RDNA 3 architecture GPUs (Radeon RX 7000 Series) for the first time, previously exclusive to RDNA 4. The update also includes improveme…
A developer completed building an LSTM cell using PyTorch and Lightning AI, implementing the forward pass and optimizer. The LSTM unit processes stock price inputs over four days, updating long-term and short-term memory…
Shrijith Venkatramana, building git-lrc, explains how scaling laws discovered by OpenAI, Google, DeepMind, and Anthropic made large language models like ChatGPT, Claude, and Gemini possible. The 2020 OpenAI paper 'Scalin…
A developer reported a CPU bug in Hugging Face's text-embeddings-inference tool, causing accuracy issues during concurrent embedding tasks. The bug, related to attention mask handling for equal-length batches, was submit…
A developer argues that AI coding agents need a structured, graph-based memory system to retain project-specific lessons, rather than relying on larger prompts or temporary context. The proposed system stores lessons wit…
Databricks announced its Data Intelligence Platform is helping professional sports teams turn massive streams of player tracking data into competitive advantages, addressing the challenge of fragmented analytics stacks. …
Pith, a new developer tool, launches a macOS preview that gives AI agents durable project memory capable of handling changed facts and corrections. The tool addresses the problem of agents forgetting context between sess…
A machine learning model developed in Brazil triages pediatric chest X-rays for tuberculosis, addressing class imbalance and image heterogeneity from multiple clinical sites. The pipeline standardizes raw radiographs thr…
A developer compared five vector databases—pgvector, Pinecone, Qdrant, Weaviate, and Milvus—for RAG applications, finding that the best choice depends on existing infrastructure, operational preferences, scale, and hybri…
Riviera Partners, an Insight Partners-backed executive search firm, acquired Lateral Labs, an AI startup recruiter founded by former OpenAI recruiter Rob Infantino, to expand its AI and machine learning talent search cap…
Fastly developed a capacity planning model using the Gini coefficient, a macroeconomic metric for inequality, to predict edge infrastructure needs. The model outperformed machine learning approaches by treating traffic i…
Home Depot is integrating AI across its operations, including a new AI assistant called Magic Apron and a customer service system built with Google Cloud, to enhance shopping and worker efficiency. The retailer has appoi…
Researchers at Vellore Institute of Technology in Chennai, India, led by Associate Professor Kavitha Dhanushkodi, propose using AI and machine learning to create a Cognitive Digital Twin (CDT) for predicting crime hotspo…