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Nunchux AI released VC-Attention, a training-free low-bit attention kernel for video Diffusion Transformers that delivers up to 3.58x attention speedup and 1.70x end-to-end speedup on the RTX 5090 at 4-bit precision. The…
Knowledgator Engineering released GLiFormer, a schema-conditioned encoder framework for information extraction, with two Apache 2.0 checkpoints on Hugging Face: GLiFormer Base v1 at 264.2M parameters and GLiFormer Large …
Prior Labs released TabPFN-3.5, a tabular foundation model that scores 0.375 on the private leaderboard of the 2015 Otto Group Product Classification Challenge, beating the winning solution's 0.382, according to Prior La…
DeepSeek AI released DeepSeek-V4.1-Flash, a multimodal Mixture-of-Experts model with 552B backbone parameters, 196B additional Engram parameters, and a 1M-token context window, cutting global KV cache footprint to 890 by…
LandingAI released Agentic Document Extraction (ADE) Gen2, a rebuild of its document intelligence stack around the new DPT-3 model family, now generally available with free access in the ADE playground. Gen2 splits parsi…
NVIDIA announced CUDA Rust, a two-track initiative to make Rust a first-class language for writing GPU kernels, with NVlabs open-source projects cuda-oxide for the SIMT model and cutile-rs for the Tile model, both compil…
Reducto released r-1, a single-pass document parsing model that cuts error rates by 20% compared to its legacy agentic pipelines and costs 1 cent per page, up to 6x cheaper. The model, available in preview via Reducto's …
The Institute of Foundation Models (IFM), the frontier lab launched by MBZUAI in May 2025, released K2 Horizon, a fleet of six Apache 2.0-licensed open-source models ranging from 0.9B to 375B parameters, alongside the pr…
Perplexity Engineering detailed its GPU embedding serving stack for pplx-embed, revealing that it reuses prefill and decode kernels from its LLM engine rather than building a separate embedding engine. The stack comprise…
GitHub has released Project HydraFusion, a research preview in GitHub Copilot CLI that builds a per-request execution plan across multiple models and providers, selecting from Single, Cascade, or Critique patterns. Bench…
OpenAI released GPT-6 Astra, a computer-use model with a 1,050,000-token context window, available only to Trusted Access and Daybreak organizations due to its designation as the first model to reach the Critical cyberse…
Perplexity has open sourced Lily, a Rust and Metal inference engine for Qwen3.6-35B-A3B on Apple Silicon, achieving a 77.4% prefill speedup via fused grouped GEMM and an 89% gain from GPU-only routing. The 19.4 GB 4-bit …
Perplexity released Hybrid Compute for Mac, enabling its Perplexity Computer agent to split tasks between cloud frontier models and a local on-device model, with an on-device privacy gate deciding what data crosses to th…
Researchers from Princeton University, Ant Group and Stanford University introduced AQuA, a two-part agentic framework for autonomous factor discovery and model development in quantitative finance, which improves its own…
Keenable AI released NEEDLE, an open-source live search benchmark that regenerates its query set hourly from RSS feeds and Google Trends for news and daily from SEC XBRL, arXiv, Europe PMC, CourtListener, and public agen…
Z.ai released GLM-5.3-Flash, a 320B-parameter multimodal MoE model with 18B active parameters, and Alibaba's Qwen team released Qwen3.8-Flash-Next, a 125B model with 6B active parameters, within a day of each other, inde…
Vercel has open-sourced vgpu, a TypeScript WebGPU library for AI agent shaders, under an MIT license and published to npm at v0.3.1. The library treats .wgsl files as importable modules, runs the same shader in browser, …
Z.ai released GLM-5.3-Flash, a 320B-total-parameter mixture-of-experts model with 18B active parameters, a 1,048,576-token context window, and native image and video input, under an MIT license with weights on Hugging Fa…
A new analysis by an industry observer argues that agentic coding will not replace junior engineers because three of four necessary conditions are unmet, citing METR's finding that frontier AI systems succeed less than 1…
IBM released Granite 4.2, a family of open reasoning language models in 3B, 8B, and 30B parameter sizes, available under Apache 2.0. The models are decoder-only dense transformers pre-trained on roughly 15 trillion token…