18 real-world examples of companies getting results from AI with generative ai: the numbers, the companies, and the tools behind each win. Updated daily.
Most-used tools here: Muse, Claude Code, JOLT, GRPO, Flint, GPT-5.6 Sol
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…
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…
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.
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…
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…
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.
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…
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 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.
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…
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…
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…