Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
Researchers from Inception3D released TTT3R, a 3D reconstruction method that treats reconstruction as test-time training, with open-source code and pre-trained checkpoints on GitHub. The method builds on CUT3R and suppor…
Fusion energy is edging closer to practical use with AI-driven advances and better plasma containment, but the pathway to commercialization remains fraught with high costs and economic challenges. Artificial intelligence…
Researchers introduced LOTUS (Looped Transformers with parallel supervision on latents), the first latent chain-of-thought method to match explicit CoT performance at the 3B parameter scale while reducing thought-phase l…
The latest update to hermes-memory-installer introduces an auto-repair mechanism for missing embeddings in the gbrain module, selectively rebuilding only affected subsets instead of triggering a full reinstall. This fix …
Wang et al. published Agent Workflow Memory on arXiv in 2024 (arXiv:2409.07429), a method enabling agents to induce reusable workflows from past trajectories offline or online without labels, reducing steps to solve new …
Apple researchers developed a personalization system for incremental video search on Apple TV that combines text-based and ID-based embeddings, achieving a 2.99% improvement in NDCG@10 and 3.30% in MRR offline, and stati…
Simple self-distillation (SSD) improves LLM code generation by fine-tuning models on their own sampled outputs, boosting Qwen3-30B-Instruct from 42.4% to 55.3% pass@1 on LiveCodeBench v6, with gains concentrated on harde…
Cactus Bonsai compresses a 27-billion-parameter AI model to 3.9GB using 1-bit quantization and quantization-aware training, enabling the large language model to run locally on mobile hardware. The technique reduces each …
EndoSeg, an ovarian-lesion ultrasound segmenter built for the Nebius Serverless AI Builders Challenge, achieves a test Dice of 0.755 but cannot diagnose endometriosis or classify lesion types. The model outputs only a bi…
A developer argues that AI has made writing test scripts easy, shifting the hard part of test automation to building systems that remain useful months later as UIs change, teams grow, and original authors move on. The de…
A new speedrun benchmark for training reinforcement learning agents to solve Sokoban puzzles has been released, with two tracks: an LLM track fine-tuning Qwen3-4B-Instruct-2507 on 8xH100 GPUs to achieve >80% held-out pas…
Researchers have released Rzk, a proof assistant implementing a refinement of Riehl and Shulman's simplicial type theory (RSTT) for synthetic reasoning about ∞-categories. The tool translates RSTT proofs faithfully and c…
Emerging AI, machine learning, and advanced data analytics now offer real-time tools to detect and mitigate insider threats, but organizations must adopt comprehensive strategies to benefit. The convergence of these tech…
Whatnot acquired Shaped, a machine-learning company for real-time recommendations and search, to accelerate live-shopping discovery. Shaped founder Tullie Murrell and nearly a dozen engineers and AI researchers will join…
MLOps tooling continues to improve, but three hard problems remain unsolved at production scale: emission control that prevents unwanted material at the source rather than filtering after the fact, generalizable safe fil…
AI researchers are increasingly studying how babies learn, believing that infant brain architecture could hold the blueprint for the next phase of artificial intelligence. Unlike current AI models like GPT-4 that rely on…
Lattice is an open-source, pure Rust inference and training engine optimized for Apple Silicon, enabling developers to run, quantize, and fine-tune LLMs locally with zero external dependencies. It leverages Metal Shaders…
A developer audited an AI-assisted refactor of the open-source CLI tool YouMindAG and found 46 undefined references across 7 files, silently breaking 7 of 14 commands. The refactor reduced a 1,920-line entrypoint to 410 …
ICF and Snowflake modernized a federal health program's data foundation, reducing ETL processing time by more than 75% and cutting monthly data platform costs by 80% from approximately $30,000 to $6,000. The zero-downtim…
A developer published a field-tested method for auditing Rails + PostgreSQL performance without APM, using pg_stat_statements and pg_stat_activity. The playbook explains why cloud console dashboards lie—due to fingerprin…