Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
A developer argues that LLM code-review verdicts like "block" or severity scores are uncalibrated hard labels that teams wrongly treat as ground truth, and proposes instead treating the model's output as a single input f…
OpenAI claimed last week that its most advanced artificial-intelligence model solved a Millennium Prize Problem by proving the Navier–Stokes equations produce a singularity — predicting physically impossible infinite spe…
Scientists from Stanford University and the Broad Institute reported in the journal Science that they used an artificial intelligence model called Evo, a DNA language model trained on millions of phage genomes, to genera…
Energy-Based Models (EBMs) score complete candidate outputs with a single learned energy function, where lower energy indicates a better fit, and can define a probability distribution over outputs by exponentiating negat…
A developer has published an introductory explainer on machine learning, breaking down the three main types—supervised, unsupervised, and reinforcement learning—with practical examples such as loan approval, customer seg…
A developer explains embeddings as the mechanism that lets search match text with no shared words, such as linking "how do I reset my password" to a page titled "account recovery." The walkthrough describes how models li…
The FY2025 National Defense Authorization Act includes Section 1638, a Sense of Congress provision that prohibits nuclear launch automation and requires positive human actions in the execution of any presidential decisio…
Scaleout Systems supplied the onboard AI that let a drone at BAE Systems Bofors' ALMA Winter Demo 2026 in Karlskoga, Sweden, in January detect, geolocate and rank an armored engineering vehicle as the top target, then fl…
TypeSafe AI announced Jev on 15 September 2026, a "System One model" that takes a piece of state and a list of typed questions and returns typed answers with calibrated probabilities in a claimed 70 to 500 milliseconds w…
Artera is hiring a Senior/Staff Machine Learning Engineer for model development on a remote-US basis, with the role owning AI biomarker development end to end from problem framing through regulatory submission and produc…
Researchers demonstrated a thermodynamically favoured Scaffolded DNA Computer (SDC) that performs 10 programs, including Multiplication-by-3, Division-by-2, 8-bit Parity-detection and Addition of 25-bit numbers — a 100-b…
A paper submitted to arXiv on 2 Sep 2026 introduces the term "linguistic illegibility" to describe scenarios in which an LLM's externalized or mechanistically-probed language artifacts fail to represent how the model act…
Mistral AI is hiring Applied Scientist and Research Engineer interns based in Korea for a six-month internship in Paris or London, with visa sponsorship and relocation support, as a pathway to full-time roles in the comp…
Researchers Tianyu Fu and colleagues posted Cache-to-Cache (C2C) to arXiv on 3 Oct 2025, revised 2 Mar 2026, a method that lets large language models communicate directly through fused KV-cache representations instead of…
TypeSafe AI, the startup founded two years ago by former OpenAI researcher Diogo Almeida, released Jev, a transformer-based model that outputs calibrated probabilities rather than text and is not a large language model. …
Researchers submitted SSD-LLaMA to arXiv on 16 Sep 2026, an SSD-native local Mixture-of-Experts inference system that runs trillion-parameter models at over 1 token/s on a single RTX 5090 with no more than 32GB of RAM. A…
A developer published a walkthrough for building a production-grade end-to-end MLOps pipeline around the Titanic survival prediction dataset, covering data versioning with DVC, validation, scikit-learn training, MLflow e…
Håvard Tveit Ihle at the Norwegian Defence Research Establishment (NDRE) released WeirdML v3, an agentic benchmark of 11 complex hand-made tasks designed to test whether models can explore unfamiliar data and build machi…
A developer has demonstrated that Apple's built-in Sound Analysis classifier (SNClassifySoundRequest, .version1) lacks a cat_hiss class, offering only cat_meow and cat_purr while including snake_hiss. The writeup provide…
Tiny Vedas released an open-source RISC-V AI accelerator stack whose shipping RTL is a 4-stage pipelined RV32IM processor in SystemVerilog paired with an 8×8 int8 GEMM MMIO accelerator sharing DCCM over AXI4, with PyVeda…