36 AI success stories from Oct 19 to Oct 25, 2026, including Anthropic (All code by Claude) and Business Insider (1 overlooked email).
Katelyn Lesse, who leads platform engineering at Anthropic, said her roughly 200-person group has Claude write all of its code. Engineers focus on system design and verification while agents handle building, monitoring, and autonomous test fixes, including a…
A Business Insider reviewer tested three consumer AI agents, Muse, Instinct, and OpenAI's Dot, on email triage, lunch ordering, and building a personal website. Dot surfaced an older email thread with the reviewer's tax accountant that had never been closed…
Revolut is rebuilding parts of its technology stack around PRAGMA, a single foundation model running on NVIDIA Blackwell Ultra GPUs with cuDF and Dynamo-Triton. The system already serves an initial 80 million customers and is engineered to handle three times…
Porsche is leading a shared autonomous vehicle data flywheel across Volkswagen Group brands. It uses NVIDIA Cosmos Data Factory blueprints, run through Voxel51 on Microsoft Azure, to generate and process training data. The effort is expected to sharply…
Phaidra applied self-learning AI agents built on NVIDIA DSX Flex, DSX Max-Q and DSX Exchange to tune cooling and power allocation in data centers. The result is roughly 10% more usable compute under the same power budget, plus better grid flexibility…
Shopify post-trained an open NVIDIA Nemotron model to run the GraphQL subagent behind its Sidekick merchant assistant. The model matched a leading frontier model's accuracy on an internal benchmark while cutting serving costs 90% and responding seven times…
AXA is using NVIDIA's open Earth-2 weather models to simulate regional cyclone risk across more than 1,000 seasons. Vaisala Xweather is adding lightning data to its StormScope nowcasting tool for short-term warnings, and TotalEnergies is testing subhourly…
Researchers at Perplexity and NVIDIA introduced JOLT, a post-training method that trains one language model as both a privileged-information teacher and a student. On the MATH benchmark it matched GRPO's accuracy while processing 6.5 times fewer training…
Google CEO Sundar Pichai says he now relies on AI agents that condense the previous 24 hours of internal activity, follow threads across chat groups, and monitor compute usage by product area. He says the agents save him roughly an hour a day, while humans…
Meta reported on its Q3 earnings call that its AI app Muse has more than 10 million users. Shopping and personal productivity are among the most common ways people use it, according to the company.
Cybersecurity firm Calif used GPT-5.6 Sol to identify two critical vulnerabilities in PHP, the open-source language behind many websites. Wiz independently found the same issues, and OpenAI's "Patch the Planet" initiative helped drive fixes as governments…
European AI cloud provider Nscale tested NVIDIA DSX MaxLPS on GB300 NVL72 systems to match power allocation to workloads. The tests showed 37% more GPUs and nearly 50% higher aggregate inference throughput within the same provisioned power. Nscale plans Vera…
Siemens trained its circuit-board inspection system at an Erlangen electronics factory using synthetic defect images created with NVIDIA Cosmos Data Factory tools. The approach reduced inspection calibration time by 40%. Siemens also estimates 20% cost…
Google Cloud and partners released llm-d 1.0, a stable Kubernetes-native layer that coordinates vLLM or SGLang model servers into one pool. A vendor-reported Ironwood TPU coding benchmark showed median time-to-first-token cut by more than 85% and 2.4x…
Otter.ai, which makes an AI meeting assistant, secured $320 million entirely from General Catalyst's Customer Value Fund. That fund is tied to the revenue customers generate, signaling that paying users are fueling the company's growth.
i14, working with AWS's GenAI Innovation Center, rebuilt its Laplace 3B linear attention model for AWS Trainium2 chips using native PyTorch via TorchNeuron Native. The design uses a fixed-size recurrent state, so serving memory stays flat as context length…
SpaceX reported net income of $4.4 billion in the third quarter, reaching profitability. The company credits its AI business as the main driver of the result, which reportedly beat expectations. The source text is brief, so details of the AI products and…
AWS describes a conversational workflow where supply chain managers ask Amazon Quick in plain language to spot disruptions, assess exposure, and draft an emergency RFQ. AgentCore-hosted MCP servers pull live data from ERP, monitoring, and procurement systems…
AWS engineers fine-tuned the open-weight GPT-OSS-20B model on Amazon SageMaker HyperPod using supervised fine-tuning, with GRPO added in some runs. The model's reasoning matched the requested language in French, German, Spanish and Italian far more often…
Octave Reliance, a quality management SaaS for regulated industries, built a multi-tenant AI foundation on Amazon Bedrock using Cohere Embed v4. The platform embedded roughly 2 billion documents and launched a Complaint Triage Assistant. The shared…
Meta's AI app Muse crossed 10 million US downloads within 40 days of launch, a pace matched by only 11 other apps. Early data also suggests users stick with Muse at higher rates than rival AI apps.
Researchers reported that ALTK-Evolve, a learned-memory system for AI agents, reached the top of the τ²-bench customer service leaderboard. The result came without depending on a frontier-class model, pointing to memory design as a lever for agent performance.
Spotify says it used its recommendation system to filter out more than 50 million tracks it classed as AI-generated slop or spam over the past year. It also shifted recommendations toward human-made music and reports a marked drop in listener complaints…
Cloudflare tested its Clairic extraction model on Workers AI in a damaged-product claims pipeline, chaining it with its Clef decision model and GLM-5.3 for drafting replies. The cascade ran about 3.2x faster than GLM-5.3 alone and lowered cost per million…
Deepgram, which builds speech-to-text, text-to-speech, and voice agent models, moved its workloads to AWS Trainium to run its voice AI at scale. The company now handles quadrillions of audio tokens a year for more than 200,000 developers and 1,400…
Swing Left's Ground Truth project has sent more than 3,000 volunteers to over 50 House districts in 23 states to hold open-ended "deep canvassing" conversations with voters of all leanings. Canvassers log voice-to-text recaps in an AI app, and organizers…
Incubator founder Bill Gross fed about 7,000 news articles into Anthropic's Claude, which produced 32,000 business ideas in an initial test. He then widened the inputs to patents, SEC filings and consumer complaints, building a database of over 1.2 million…
Poland's eHealth Centre is building an Intelligent Services Platform on NVIDIA DGX BasePOD with the MONAI framework to help physicians analyze X-rays, CT and MRI scans and flag abnormalities. The tool is meant to prioritize urgent cases and cut the time…
Startup Recursive launched Flint, a free coding model small enough to run on a laptop. The company says its AI research system did most of the work in building the model, serving as an early test of AI that improves itself. No performance figures were…
The nonprofit U.S. Hunger uses Amazon Quick, connected nightly to its SQL Server data via SPICE, so leaders can explore program and financial data without waiting on new data pulls. CEO Rick Whitted now follows his own questions through Full Cart…
AI tools from OpenAI and Google's Wiz were used to locate old, long-standing vulnerabilities in PHP, which were reported and addressed before exploitation. The article also cautions that the same AI capabilities raise risks if misused.
Google Cloud's new A5X instances, built on NVIDIA Vera Rubin NVL72, are generally available next month after early access. In WPP's initial tests, creative agent workflows that normally needed a multi-node cluster ran on a single A5X instance.
Dell Technologies has spent close to two years running fully autonomous AI agents inside its own operations. The company argues that reorganizing people and processes around these agents, rather than just adding tools, is what gives it an edge. The article…
Eon, a cloud data platform vendor, used Amazon Bedrock AgentCore to build an MCP Gateway that replaces per-tool credentials and local MCP processes. Its engineers and autonomous SRE agent now reach investigation tools across AWS, GCP, and Azure through one…
Three startups from the Barcelona Supercomputing Center's AI Factory Accelerator Programme have moved AI into production or deployment. Qatium uses its water-network AI in early production, OneCareAI built a tool using NVIDIA NIM to flag hidden atrial…
Adobe is using NVIDIA accelerated computing in Frame.io to help creative teams search video content faster. The GPU-accelerated pipeline combines NVDEC decoding, TensorRT inference and CUDA preprocessing, and is helping German producer UFA locate the right…