Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
A developer has introduced Human-Aligned Decision Transformers (HADT), a framework designed to improve satellite anomaly response under extreme data sparsity. The approach combines transformer architectures with latent h…
A new mathematical analysis of recursive self-improvement (RSI) finds that a true intelligence explosion — singular growth toward a vertical asymptote — is harder to achieve than recent economics-inspired models suggest,…
A new technique called canonical-basis realignment rotates a Transformer's internal coordinate system into a lossless canonical basis, enabling every hidden axis to be independently measured and controlled without alteri…
Rijul, a developer building LiveReview, explains how product quantization (PQ) compresses large vectors in AI applications, using FAISS as an example. He demonstrates that a 768-dimensional vector stored as 32-bit floats…
A hobbyist team reported a +5.5% improvement on GPQA Diamond Zeroshot after full fine-tuning an 8B model on CPU with recycled hardware, moving from 24.7% to 30.3% accuracy in the first epoch. The team, using Dolphin 3.0 …
Post-training methods such as supervised fine-tuning (SFT), direct preference optimization (DPO), and reinforcement learning (RL) shape a model's behavior after pre-training, with SFT remaining the most practical and cos…
NVIDIA's Earth2Studio tutorial demonstrates a custom batched ensemble weather forecasting workflow, using the FCN prognostic model and GFS initial conditions to generate 8-member ensembles with wind-power diagnostics and…
MonkeyCode's product outreach demonstrates a workflow for safely refactoring legacy code with AI assistance. The approach uses characterization tests to freeze current behavior, differential tests to compare original and…
A developer explores Triton, a Python-based language and compiler for writing GPU kernels, to understand low-level GPU programming and performance. The developer explains how Triton abstracts GPU threads into blocks of d…
LeVJEPA, a new video pretraining method from researchers at the German Cancer Research Center, German Cancer Consortium, Goethe University Frankfurt, Mila, Université de Montréal, Brown University, Courant Institute at N…
A developer detailed five custom skills for Claude Code that reportedly saved 10 hours a week, including test-driven development workflows, schema-first API design, adversarial self-review, hybrid RAG with PostgreSQL, an…
Qdrant, the vector database company, published a benchmark showing that a billion-vector search system can operate without holding all data in RAM, using a multi-tier storage architecture with quantization and on-disk mm…
Tinker's LoRA fine-tuning matches full fine-tuning performance on small datasets and reinforcement learning, but underperforms on larger supervised learning datasets, according to a technical primer from Thinking Machine…
A developer has published a tutorial on building an autonomous trading agent with Python, which uses TensorFlow LSTM models to predict crypto prices and logs predictions on-chain via a Solidity smart contract. The projec…
ToolTrace's developer describes building a web scraping API designed to improve retrieval quality for AI agents and RAG pipelines. The API normalizes raw HTML into clean Markdown, metadata, and section hierarchies, addre…
Merck & Co. and Moderna Inc. reported that their personalized mRNA cancer vaccine intismeran, combined with the immunotherapy Keytruda, kept melanoma from returning in a large late-stage Phase 3 trial, marking a critical…
A developer built a hybrid RAG system combining FAISS vector search and BM25 keyword search to retrieve relevant information from a knowledge base and generate grounded answers. The system uses weighted scoring to rank r…
Scientists have created an interactive website to track permafrost thaw in near-real time across the Arctic, using AI to analyze satellite imagery for signs of disappearing lakes, which indicate thawing ice-rich permafro…
Rho, a modern banking platform for startups, is hiring a Founding Senior Data Scientist/ML in Belgrade for a hybrid role, with responsibilities spanning model building and ML infrastructure. The role involves shaping eva…
Hugging Face opened preorders for the Microduck, a $399 open-source biped robot built by Pollen Robotics, which Hugging Face acquired in April 2025. The 25 cm, 800-gram robot ships with a complete reinforcement learning …