Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
System One models like Jev, fast general classifiers that can be prompted for a wide variety of tasks, can be used to generate training data that distills them into cheaper, faster hand-built classifiers, according to so…
DClimate released global wall-to-wall v1.1 Tessera embeddings on AWS covering 2017-2025, the first complete embeddings coverage across so many years for any Tessera model, funded by an AWS Open Data grant. dClimate indep…
Sutro released jev-align, an experimental open-source CLI that calibrates TypeSafe's Jev AI Functions by having users label uncertain examples and then applying GEPA to improve the function. The tool requires Python 3.11…
AI compute demand is outpacing infrastructure capacity, forcing labs to run GPU workloads across different clusters, regions, cloud providers, and on-premises facilities, which introduces time, cost, security, reliabilit…
Princeton's Pravesh Kothari, UCLA's Raghu Meka, and UC Berkeley's Prasad Raghavendra proposed a separate "conceptual track" for theoretical computer science conferences including STOC, FOCS, and SODA to adapt to AI theor…
A developer contributed a recent-papers section to the About page of harvard-edge/cs249r_book, the open-source textbook for Harvard CS249r covering ML Systems, Agentic AI, and Physical AI. The change was merged as PR #19…
A developer released a browser-based demo of a sparse spiking neural network that classifies hand-drawn digits using only event-driven additions, running entirely client-side via ONNX Runtime Web. The model uses 5% conne…
TypeSafe released a new "System One" model called Jev that answers typed questions with a chosen answer, per-option probabilities, and a confidence score rather than generating text, priced at $0.042 per million input to…
Alicja Ziarko and co-authors posted arXiv paper 2508.13113v2 on 29 September 2025 introducing Combinatorial Representations for Temporal Reasoning (CRTR), a method that uses a negative sampling scheme to remove spurious …
TypeSafe's Jev model, which reads text only and cannot process images, audio, or video, was tested on 400 Quick, Draw! sketches across ten categories sampled with a fixed random seed, with the median drawing taking 336 c…
A machine learning model trained on five columns from a public CDC dataset to predict a sixth column from the same file achieved an R² of 0.998, a near-perfect score that signals hidden target leakage, according to a fre…
Researchers at ETH Zurich built a disembodied robotic hand that uses its fingers as legs to walk, righting itself within twenty seconds in 21 of 25 fall-recovery tests and crossing fourteen surfaces ranging from a rubber…
A developer published a public machine learning learning repository covering the stack from NumPy to Transformers, built over 5 months with daily commits. The repo's notebooks span classical ML with scikit-learn and XGBo…
Six community-built approximations of Jev appeared within 48 hours of the discriminative "System 1" decision model's launch, after its launch video drew 36 million views in two days. The clones include Laya (421M-param M…
A post explaining how large language models work states that once an LLM finishes training its weights are strictly read-only, so the model does not learn, adapt, or rewrite its own code while chatting with a user. The p…
SETI Institute-affiliated researchers led by Lewis J. Pinault proposed using artificial intelligence to screen lunar regolith for microscopic extraterrestrial technosignatures, in a study submitted to arXiv on 23 June 20…
Microsoft Chief Scientist Kate Crawford warned that AI scraping amounts to "the largest theft of labor in human history," describing how machine-learning-powered scrapers evade detection and adapt to site layouts in ways…
An independent developer has released RL Agent, an open-source, non-autoregressive "System 1" decision model that outputs calibrated probability distributions over structured JSON schemas in 33–38 ms on a GPU. The work b…
An independent researcher with a B.Sc. in CSE from Rangamati Science and Technology University in Bangladesh published a literature review of 53 works spanning 2019-2026 finding that software energy estimators and hardwa…
The Telecom Regulatory Authority of India notified amendments on September 18, 2026 requiring telecom operators to use artificial intelligence and machine learning to flag suspected spam calls and to pre-declare automate…