Ant Group

Unemployment Labs reports that six models released since April 2026 by DeepSeek, Moonshot AI, MiniMax and Ant Group carry numerical patterns matching NVIDIA Blackwell GPUs. Earlier models from the same labs match the older Hopper generation. The analysis says it does not establish where the chips were located or whether export controls were violated.

Robbyant, the embodied-AI company under Ant Group, has open-sourced LingBot-Touch under Apache-2.0. The tactile foundation model was pretrained on nearly 5,000 hours of real data and covers magnetic, visuotactile and piezoresistive sensors. Tiny and Small checkpoints are on Hugging Face and ModelScope.

Ant Group released Ling-3.2-flash on November 5, a native multimodal model that accepts text, images, and video. It has 560 billion total parameters, activates 25 billion per inference step, and supports a one-million-token context window.

Ant Group's embodied AI unit says its open-source LingBot robot foundation models have passed 2.2 million downloads and 33,000 GitHub stars in nine months. It also presented a 2.0 lineup and a robotic pharmacy already operating in several Guoda Pharmacy stores in Shanghai.

NVIDIA describes 3 stacked optimizations for Mixture-of-Experts (MoE) inference on a single DGX Spark. On Ant Group inclusionAI's 124B Ling-3.0-flash, GSM8K decode throughput rose 42.5% with no detectable accuracy change.

Ant Group's inclusionAI released Ling 3.0 Flash, which scores 38 points on the Artificial Analysis Intelligence Index — the highest of any open model under 124 billion total parameters. The model cuts its hallucination rate from 97 to 44 percent versus its predecessor and ships under an MIT license.