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Black Forest Labs releases FLUX 3 Image Klein, a 5.6B-parameter open weights model for text-to-image generation, editing and multi-reference generation with up to 10 references, with native 4K output and bounding-box control. It ships base and step-distilled checkpoints plus FP8, INT8 and NVFP4 builds under the FLUX Kommunity License, and is available through the BFL API.
5 min · 1,130 words
Simons Foundation Launches $15M Effort To Help Mathematicians Navigate AI Era
The Simons Foundation, Anthropic and OpenAI commit $15 million in combined funding and resources to help the mathematics community adapt to AI. The foundation will run an open call for workshops and initiatives on evaluating AI-assisted results, learning new tools and setting shared standards, while the two labs provide AI tools and compute to supported researchers.
1 min · 314 words
CERN and Mistral join forces to accelerate AI for science
CERN and Mistral AI have signed a statement of intent for a long-term partnership on foundation models for science, starting with a pretrained Large Physics Model for collider physics trained on billions of simulated LHC proton-proton collisions to support tasks from particle reconstruction to analysis.
2 min · 553 words
Introducing Timestral: Mistral's time-series foundation models
Mistral releases Timestral, its first family of time-series foundation models in four sizes from 5M to 209M parameters. The largest ranks first on GIFT-Eval, TIME and fev-bench, delivers probabilistic multivariate forecasts with past and known-future covariates, runs efficiently on CPU, and ships under a modified MIT licence.
6 min · 1,385 words
Day 0 support for Muse Spark Open on vLLM
The vLLM team explains its day-0 support for Meta's Muse Spark Open, an 816B-total, 42B-active MoE model with 1M context and multimodal inputs: usage, model architecture details, DSpark speculative decoding, NVIDIA, AMD and initial TPU serving, and reinforcement learning support in vLLM.
7 min · 1,561 words
Lean Now Ships with Verified Kernels
Leonardo de Moura explains how Lean v4.35 hardens proof checking after AI-found kernel soundness bugs: a sandboxed `lake check` that rechecks developments with the official kernel, four additional independent kernels, and the scaling challenges ahead for multi-million-line proof libraries.
3 min · 708 words
Introducing Muse Spark Open, The Most Capable US Open-Weight Model to Date
Meta Superintelligence Labs releases the weights of Muse Spark Open, a natively multimodal 816B-parameter (42B active) model with a 1M-token context window built for coding and agentic work. It runs on two Apple M5 Ultra Mac Studios via MLX, is offered through hosted inference partners and major model hubs, ships with Helion GPU kernels for SGLang, and is released under the Muse Model License after safety evaluation.
3 min · 644 words
The Public Pays to Produce Research. Shareholders Collect the Return.
SPARC releases its Cost of Knowledge accounting analysis and profitability report, which for the first time counts the public investment behind a journal article (typically over 95% of the total before submission) and tracks the billions paid to shareholders by the four largest academic publishers.
4 min · 877 words
Felix Palmer announces A5 v1.0, the pentagonal Discrete Global Grid System that encodes any point, line or polygon on Earth as 64-bit cell IDs. The release freezes a permanent cell ID definition and adds compacted coverings with set operations, spatial hierarchy functions, equal-area cells and faster indexing across languages.
6 min · 1,313 words
Research@ 2026: 10 ways we're amplifying human ingenuity
Google Research VP Yossi Matias recaps 10 highlights from the Research@ 2026 event: Earth AI planetary intelligence and public health forecasting, a multi-agent orchestrator for reproducing science, the public launch of Deep Review, a new Edge AI wearables chip, TimesFM and TabFM, MedGemma with tool use, an AMIE study in The Lancet, Groundsource disaster data, learning interactives and Play with Putty.
8 min · 1,911 words
Analyzing technical documents with Deep Review
Google Research announces the public release of Deep Review, an agentic system that checks papers, design docs, presentations and legal or financial documents for logical gaps, math errors and unsupported claims. It grew out of the Paper Assistant Tool piloted on 16,000+ submissions at STOC, ICML, NeurIPS and ICLR, uses a four-stage segment-budget-verify-synthesize pipeline, and offers two free reviews a week plus an API.
7 min · 1,612 words
Jev: For the builders AND dreamers
TypeSafe AI releases Jev 1.14.0, an improved version of its decision model, alongside experimental opt-in danger zone features for builders who want to explore: composable image inputs, output types beyond decisions, and a longer context window, plus the company's own internal intelligence measurements against open-weight models.
4 min · 852 words
Awesome Gaming on Linux Without Cheating
Epic explains why Easy Anti-Cheat's Linux support lagged Windows and introduces EAC Linux v2, which uses existing platform features instead of a kernel driver: signed kernels and modules, TPM 2.0, Secure Boot, measured boot, IOMMU, kernel lockdown, disabled kexec and BPF LSM, with an FAQ on keys, distros and Steam Deck.
8 min · 1,930 words
Plasma 6.8 released (KDE’s 30th birthday)
KDE announces Plasma 6.8 for its 30th anniversary: foundation work for future Plasma, desktop improvements, Wayland polishing, and app updates across the stack.
6 min · 1,283 words
Tanner Linsley announces TanStack Start 1.0 as production-stable: type-safe full-stack routing for React and Solid, Vite 8, migration notes from RC, and how AI changed Start’s development and contribution load.
16 min · 3,644 words
Announcing the Waylith Engine and Update 1.7
Ludeon Studios moves RimWorld from Unity to its in-house Waylith engine in update 1.7, reporting roughly 2–4× performance gains, save and mod compatibility with 1.6, an unstable Steam beta for testing, and a tease that RimWorld will not be the only Waylith game.
2 min · 548 words
Introducing Firefox Enterprise
Mozilla announces Firefox Enterprise, which pairs the Gecko-based Firefox browser with a customer-operated management console for organizations with strict security, governance and compliance needs, pitching it as a way to reduce dependence on a few technology providers and as a first step in a wider sovereignty push.
3 min · 780 words
GLM-Legal: Advancing Agentic Legal Intelligence
Z.ai introduces GLM-Legal, a legal agent model built on GLM-5.3-Flash that scores a 19.2% all-pass rate on Harvey's Legal Agent Benchmark (12.5 points above its base model) and matches frontier models on LegalBench and PLawBench, and explains its mid-training, harness co-evolution and production feedback loops, with example legal workflows and a beta signup.
7 min · 1,533 words
Astral announces an experimental integration between its uv package manager and ty type checker, adding first-class support for Python scripts on the CLI and in the editor and a unified uv check command, as a step toward an integrated Astral toolchain.
4 min · 934 words
LFM2.5-24B-A2B: Built for Fast On-Device Agents
Liquid AI releases LFM2.5-24B-A2B, an open-weight 24B-parameter reasoning model with 2B active parameters aimed at fast, private on-device agents. The post covers changes since LFM2-24B-A2B, agentic and tool-use benchmarks against Qwen3.6-35B-A3B, inference speed on Apple and NVIDIA hardware, and how to get started.
6 min · 1,330 words