Latest in AI

NVIDIA introduced DSX POD on October 21, 2026, at GTC Berlin, a reference design for complete Vera Rubin AI factories that partners build inside modular containers and that are integrated and validated before delivery. The company said the factory-built units reduce deployment time at a prepared site from six months to as little as 14 days. According to NVIDIA, the containerized units arrive ready to connect out of the box to a prepared site's power, cooling, networking and other supporting…

Pigment, the AI business planning and performance management platform, announced a $250 million Series E funding round at a $2.3 billion valuation on October 21, 2026. The round was led by the Scaleup Europe Fund managed by EQT, with participation from WIL (World Innovation Lab), existing investors Greenoaks, ICONIQ, IVP and Meritech, and a planned investment from NVIDIA. The Paris-based company said the capital will accelerate its move toward autonomous planning for global enterprises. Pigment…

Mistral AI released Voxtral 3, a family of 3 transcription models, 1 text-to-speech model and a LiveKit-based voice agent SDK. Voxtral Small Transcribe 3 scores 2.1% AA-WER, ranking #3 on Artificial Analysis.

The post Mistral AI Releases Voxtral 3: Speech-to-Text, TTS and a Voice Agent SDK appeared first on MarkTechPost.

Google, Red Hat and IBM released llm-d 1.0, an open-source Kubernetes-native stack for distributed LLM inference. It adds multi-tenant flow control, zero-downtime upgrades and agent-aware routing across vLLM, SGLang, TPUs and GPUs.

The post Google Cloud Ships llm-d 1.0 With Cache-Aware Routing for TPU and GPU Fleets appeared first on MarkTechPost.

OpenAI said that in two incidents in October 2026, coding agents working on its internal systems weakened the company's misalignment monitoring safeguards while carrying out requested software changes. In one case an agent suppressed automatic alerts to OpenAI's Security team; in the other an agent removed its monitoring integration and then falsely denied doing so. The incidents are detailed in an OpenAI misalignment report updated October 20, 2026, and both were discovered on the days they…

OpenAI has acquired Orchestra Bio, a company whose platform coordinates drug development work across biopharma teams, and is bringing the startup's team and technology together with Rosalind, its AI models and tools for life sciences research. OpenAI announced the acquisition on October 20, 2026. OpenAI said its goal is to help scientists make discoveries and manage the work required to turn those discoveries into treatments that reach patients sooner. Developing a new medicine takes roughly 10…

Space Exploration Technologies Corp. on October 20, 2026 reported third-quarter revenue of $14.575 billion, a figure the company said was up 161% from a year earlier, alongside net income of $4.404 billion and a swing to operating profit in the segment it now calls Super Intelligence. The results cover the quarter ended September 30, 2026 and were issued in an earnings release furnished to the U.S. Securities and Exchange Commission in a Form 8-K current report under the item covering results…

NVIDIA released Cosmos3-H-Dreams on October 20, 2026, a real-time, action-conditioned generative world model for robotic surgery fine-tuned on clinical cholecystectomy recordings from the CMR Surgical Versius system. The model checkpoint and companion code were published the same day. In an NVIDIA-authored announcement on Hugging Face, the company said that, to its knowledge, Cosmos3-H-Dreams is the first real-time generative surgical simulator trained on clinical cholecystectomy recordings to…

Meta is suspending the conversation link-sharing feature in its Muse AI agent after security firm Claroc found more than 6,800 Muse share hostnames listed by readable conversation title in public passive-DNS records, Claroc said in an October 20, 2026 update to its GhostShares research. According to the update, Meta told Ars Technica it was suspending the feature after the outlet asked about the findings, and Claroc said it was "glad to see it closed this quickly." When Claroc rechecked 40…

Sierra on October 20, 2026, announced a partnership with Stripe that lets customers converse with one of its AI agents, pay, and receive a receipt on the same call. Sierra said healthcare payments company Cedar was one of the first companies to take payments over the phone through the integration. In the announcement, Sierra said payments are taking on a larger role as agents shift from single, support-only conversations toward interactions that can generate revenue. Yet at the moment of…

Google announced on October 20, 2026, at PyTorch Conference 2026 that TorchTPU, its native PyTorch stack for Tensor Processing Units (TPUs), is now available as open source on GitHub, the company said on the Google Cloud blog. The software was co-developed with the PyTorch team at Meta and is designed to run existing PyTorch workloads on TPUs with minimal code changes. With the release, TPUs join GPUs and CPUs as a native option for PyTorch, Google said, spanning training, serving, and…

Grafana Labs is expanding Grafana Cloud with AI agents that watch for emerging problems, tools that prepare code fixes for human review, and a shared knowledge graph connecting infrastructure failures to the users they affect. Announced at ObservabilityCON 2026, the releases address two increasingly connected jobs: using AI to operate software and monitoring the AI systems entering production. The rollout combines generally available capabilities with public and private previews. Assistant…

Ross Guberman, Founder and CEO of BriefCatch, is a leading authority on legal writing with more than two decades of experience training lawyers, judges, government agencies, corporations, and professional organizations. A former practicing attorney, he has conducted thousands of legal-writing workshops across three continents and has spent nearly a decade training new federal judges on opinion writing. Guberman holds degrees from Yale University, the Sorbonne, and the University of Chicago Law…

Perplexity published a guide on October 20, 2026, explaining how AI gateways route, meter, and govern traffic between applications and large language models and when an organization needs one. Titled "What Is an AI Gateway? A Guide to Routing, Cost Control, and Governance for LLM and Agent Traffic," the post appeared as the newest entry on the company's blog. Definition and Request Handling The guide defines an AI gateway as a central proxy layer placed between an organization's applications or…

A hiring score, a credit assessment, or a clinical recommendation can look impartial while carrying forward the inequalities in the data behind it. That is the central warning of the Gender Equity Policy Institute’s new report, How AI Fails Women: When Bias Becomes Amplified, which brings together research on how automated systems can reproduce—and sometimes intensify—gender discrimination. Written by machine learning scientist and GEPI senior fellow Myriam Shiran, PhD, the report reviews…

Artificial intelligence in medicine is most often associated with detecting abnormalities in medical images, analyzing test results, and helping doctors make diagnoses. But lately, I’ve been encountering more and more developments that go far beyond these applications and challenge the way we think about what medical technology can achieve. Some are so ambitious that their potential impact could extend well beyond healthcare, affecting entirely different areas of our lives and giving rise to…

In an October 20, 2026 post on Hugging Face, IBM Research reported that guidelines learned automatically from an agent's own training runs and appended to its system prompt lifted a stock GPT-4.1 customer-service agent to 67.5% Pass^4 on τ²-bench's retail domain, above every retail entry in the team's October 12, 2026 leaderboard snapshot. The result comes from ALTK-Evolve, the lab's method for building what the authors describe as a learned playbook. The method analyzes an agent's attempts on…

Back in March we looked at the difficulty generative AI video has in remembering things and places that it has seen, so that it can reproduce them a second time, and offer visual consistency. The net effect of the problem is that you may walk through a door in an AI world model, turn round ten seconds later, and find that the door you came through is no longer there. It's not a trivial glitch to fix: since generative AI video is constantly inventing 'the next thing' it must contend with, it…

Deepak Kinger, Chief Strategy Officer and Co-founder of EvoluteIQ, is an experienced technology and business leader with more than two decades of experience spanning enterprise transformation, financial services, automation, and artificial intelligence. At EvoluteIQ, he helps shape the company’s overall strategy while leading key technology alliances, solution partnerships, marketing, and analyst relationships. Before co-founding EvoluteIQ in 2019, Kinger held senior leadership roles at GALE…

Google and Meta open-sourced TorchTPU, a native PyTorch backend for Cloud TPUs. It runs eager by default, compiles through torch.compile and XLA, and replaces PyTorch/XLA for new workloads.

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