2026-08-30

Tencent’s 770B open model for long-horizon work Discussion | Link

You can beat SOTA Time Series Anomaly Detection methods with a 100 year old algorithm Time Series Anomaly Detection (TSAD) seems to be one of the hottest topics in NeurIPS, SIGKDD, VLDB etc. Many (perhaps most) papers evaluate on Paparrizos’ TSB-AD-M benchmark… However, I tested these benchmark datasets and found that in most cases I could beat the SOTA TSAD methods with a 100-year-old algorithm, simple Statistical Process Control (SPC). In the attached example, SPC gets perfect results. If we c

Have anyone tried this yet? Looks promising, seems too good to be true with no performance loss.

The other day I was trying out a distillation of DS4 Pro, and it came with MTP. It was slow as hell on my hardware, barely 2-3 t/s, BUT the speed got bumps every once in a while, and I noticed it was in moments like: United States of America First law of thermodynamics The enshittification of the internet Basically, every time a very predictable phrase came up, it was instantly written. A fun thing to see. But it also has me wondering - would MTP work together with n-grams? Since n-grams are Mar

Turn complex docs, tables & images into AI-ready data Discussion | Link

The new generation of data center systems is increasing efficiency with smarter traffic control instead of just more processor cycles.

Coding正在变成Al世界的数字执行力

In mid-August, Ramp published spending data collected from 70,000 U.S. companies: Fable 5 ,the most powerful and expensive model in Anthropic’s lineup, accounts for just 11% of what those businesses spend on the company’s tools. The remaining 79% is worth its weight in gold. With the new releases from Qwen and GLM, we are likely close to Opus 4.8, and certainly ahead of Sonnet and the other LLMs shown at the top of the image. The "anti-open-source crusade" therefore comes as no surprise: it is a

Folks! We're just 50 PRs away from more faster inference . Hopefully by end of year. Experts!, please chip in there. List of Open/Ongoing PRs(and also Discussions) related to CPU/RAM/Disk/Hybrid: [Discussion] RFC: MoE expert cache, VRAM caching of hot CPU-resident experts with hybrid hit/miss execution #24528 AVX2: Speed up large batch size prompt processing of IQ models #27402 llama: add Maple 20B-A1B ternary MoE architecture (CPU)- #27000 ggml-cpu: tiled mul_mat for k-quants- #27851 ggml-cpu:

Came across the subreddit /singularity the other days and many commented that they had 20+ years of experience and hadn’t written one single line of code since 2025. I feel living in a parallel universe, because at my work, no matter how we incorporate AI into our workflow (we literally tried every way people recommended), AI rarely produces the exact or the same quality of codes without decent amount of human developers’ intervention. And at the end of the day, the amount of time we spend revie

In this tutorial, we build an ensemble weather forecasting workflow with NVIDIA Earth2Studio. We install the required Earth2Studio components while preserving Colab’s existing CUDA-enabled PyTorch environment, load the FCN prognostic model, and retrieve atmospheric initial conditions from GFS. We then implement a custom wind-power diagnostic that converts 10-meter wind components into turbine capacity factors, along […] The post Building Custom Batched Ensemble Weather Forecasting with NVIDIA Ea

Investors, founders, and operators from across Europe arrived for the annual Nordic TechBBQ conference to talk about how humans can have agency over AI.

Google's Pixel 11 phone uses a Tensor G6 processor with a powerful TPU. How is it different from a GPU, and what does that mean in real-world use?

Testing 100 companies found privacy requests often led to confusion and dead ends.

Pollen Robotics, the Bordeaux robotics team at Hugging Face, opened pre-orders for Microduck — a 25 cm bipedal robot where every movement is a neural policy trained in MuJoCo and exported to ONNX. At $399, it puts the full sim-to-real loop on a desk: 15 motors, camera, LiDAR, two IMUs, and an Apache-2.0 training stack you can retrain yourself. The post Hugging Face Unveils Microduck: A $399 Open-Source 25 cm Biped You Train with Reinforcement Learning appeared first on MarkTechPost .

I've spent the last week or two pondering whether I am in the wrong, or the AI tools are really that uncontrollable, or maybe I am just losing my mind over it. Perhaps someone has similar experiences or found a way to actually do something about it. Thing is, I cannot keep up with all of those new "the" AI tools you are supposed to use to succeed that pop up every other week. Normally I just stick to the simplest things like a CLI agent for my daily work, because I didn't like the UX of AI IDE p