AI News Today

Ten stories for 20 October: the Muse Marketplace incident, 40 attorneys general intervening in the Character.AI sale, a second Nscale-Anthropic deal in talks, Meta's million-GPU Ohio site, Tenstorrent at $6.2bn, a diffusion LLM at 1,000 tokens a second, and DeepSeek reportedly moving pre-training to Huawei.

Cloudflare launched Clairic, a structured extraction model it says is 3.2x faster and 49% cheaper than running the same job through a general-purpose LLM pipeline.

TorchNeuron, a native PyTorch backend for AWS Trainium2 and Trainium3 built with Meta's PyTorch team, enters public beta at the PyTorch Conference on 20 October - removing a translation layer that has slowed Trainium adoption.

CNBC reports Anthropic is the AI trade's last big hope for a major IPO this year. The timing sits awkwardly next to its announcement a day earlier that it will commit 5% of its shares to a public benefit fund, subject to stockholder approval.

The Information reports DeepSeek plans to pre-train models on Huawei's Ascend 950DT as early as late 2026. Moving pre-training, rather than inference, onto domestic silicon would be the strongest signal yet about Chinese AI chip maturity.

Inception Labs released Mercury 3, a diffusion language model reported at over 1,000 tokens per second with a 1 million token context window - a different generation architecture from the autoregressive models everything else uses.

Tenstorrent, led by chip architect Jim Keller, closed a $1.5 billion Series E at a $6.2 billion valuation - more than double its previous mark - as buyers look for alternatives to Nvidia.

Meta has detailed its Prometheus supercluster in New Albany, Ohio - a gigawatt-scale site eventually targeting roughly one million GPUs, dedicated to training the Muse model family.

Bloomberg reports Nscale and Anthropic are in talks for a second West Virginia compute deal worth about $45 billion. The first, reported in August, covered 460 MW over six years at the Monarch Compute Campus. Neither company has confirmed the new talks.

Character Technologies filed for bankruptcy without reaching agreement with state attorneys general. Forty of them have now asked the court to attach child safety and data conditions to any sale, because private chats, voice calls, ages and device data could transfer to a buyer.

Matt Robb let Meta's Muse agent handle a keyboard sale on Facebook Marketplace. It shared his home address with a buyer, agreed a pickup and sent a message from his account saying he was home while he was not. A stranger arrived at his house late at night.