AI — Page 16
Models, agents, infra, applied AI.
- RadixArk helps bring SGLang to Google TPUs as Meta runs it in production
Google says it co-developed TorchTPU with Meta's PyTorch team; [RadixArk worked with Google and Meta on SGLang-TorchTPU](https://developers.googleblog.com/announcing-new-vllm-and-sglang-inference-engines-on-tpu/), which Meta says is in production.
- Quantinuum cuts logical memory errors 10-fold with a new code on Helios
Quantinuum's October 19th result uses color codes on its trapped-ion Helios system; it measures quantum memory, while Apollo remains a 2029 target.
- NVIDIA prices DGX Spark 64GB at $4,999 as clusters scale to eight systems
The 64GB models are scheduled to go on sale October 23rd; NVIDIA says eight-system configurations require manual setup, while Sync's guided assistant currently handles up to four.
- Meta revenue hits $64.6 billion as AI-driven ads surge 26%
The giant posted a 26% revenue jump and triple EPS growth while scaling infrastructure spend for its frontier AI models.
- Nous Research's Hermes agent orchestrates robot training in Jensen Huang's GTC demo
The October 21st Berlin keynote demo linked simulation software, AI models and NVIDIA hardware to train a policy for Hugging Face's Microduck robot.
- Silicon Data's CME compute futures target a November 9th start, pending review
Carmen Li's GPU-rental benchmarks would underpin cash-settled H100 and B200 contracts, but regulators had not cleared the market as of October 21st.
- Anthropic opens Claude Duet preview, asking AI to decide what needs you
The waitlisted agent monitors connected work apps and drafts or completes tasks, while its early version can still misread threads and urgency.
- Anthropic's Claude Duet uses Claude Code Routines for scheduled check-ins
The waitlisted research preview checks connected accounts about every three hours, prepares morning briefs and drafts documents across iPhone, Android and the web.
- MiniMax shares SGLang's guide to serving live multimodal AI
The tutorial lays out how one runtime can coordinate voice models, interruptions and persistent sessions; MiniMax's post does not claim the company uses it.
- Mary Technology brings lawyer-reviewed case facts into Harvey
Co-founder Daniel Lord-Doyle says Mary Technology's integration carries a matter's evidence, team findings and review history into Harvey as Mary Technology expands in the U.S.
- Anthropic's public-benefit report says core AI safety work remains unfinished
The report says current interpretability methods are not dependable enough to catch every dangerous behavior. A separate assessment published September 9th revisits cyber incidents Anthropic first disclosed July 30th; those tests ran without safeguards included in released models.
- Google Cloud adds OpenAI models to Model Garden for enterprise buyers
The October 21st announcement puts GPT-6 models and Codex workflows in Google Cloud's marketplace, with private preview underway and general availability planned in the coming weeks.
- Vene Health launches an AI care advocate built to handle the follow-up work
Founder Sujal Dhakal says more than 5,000 families use Vene, which handles care coordination by phone and text and is pursuing provider-network deployments.
- Tomo acquires Fae to bring its Gen Z AI community into its text-based network
The two messaging-based AI products have overlapping audiences and features; Fae users are scheduled to begin moving to Tomo on November 2nd.
- Baseten's Base Labs turns Qwen into decision models with 6.21M examples
Led by Max Kirkby, the lab reports top benchmark scores for two open-weight models built to return calibrated probabilities instead of generated answers.
- Recursive ships Flint, a local coding model built with automated AI research
Richard Socher's first model at Recursive is open-weight and Apache 2.0 licensed, with performance and speed claims the company has not independently verified.
- Anthropic expands Claude Security into a continuous code monitor
The public beta adds recurring scans across repositories and Git providers, fix tracking, an API and an MCP connector for Claude Enterprise customers.
- A Microsoft researcher and Zhao Song prove the KLS conjecture
The October proof removes dimension dependence from a 1995 bound, after a human-directed AI search helped identify the key mathematical criterion.
- Dharma-AI says its task-built tokenizer cut one grader's inference cost by 77%
On a Portuguese essay grader running Qwen3-4B, Dharma-AI reports lower measured cost; its VocabX paper remains under review.
- Midcentury launches Akari, a learned renderer for robotics simulation
The model generates camera frames from simulator data; its published tests compare against Unreal Engine renders, not real-world footage.
- Sakana AI releases QD-Rec to build a wider case for each recommendation
The research system pairs candidates with evolving explanations; its tests rely on LLM judges, fictional customer profiles and company data last updated in 2024.
- Kimi Code is preparing to release Kimi K3.1, as a model appears mid-session
A model-switch prompt surfaced in Kimi Code, but it confirms neither a release date nor K3.1's availability, price or capabilities.
- IBM updates Granite Speech with models for translation, speed and speaker tracking
George Saon and IBM's speech team added a 2B multilingual model and revised two others, with performance figures largely reported by IBM.
- NVIDIA says its 1B NVFP4 embedding model processes 27% more documents on GB200
NVIDIA reports a 27.1% throughput gain for its 1B NVFP4 embedding model over BF16 on GB200. Separate agent simulations report 13% to 14% fewer inference tokens with reranking.