AI News — July 21, 2026
Daily news briefing for 21st July 2026. Track model releases, research breakthroughs, startup funding updates, and AI signals published on this day.
All Stories Published on July 21 (72)
Closing the Series a Gap Is the Next Great Opportunity for Black Founders in the AI Era
While 2026 has shown encouraging signs, with Black-founded startups raising approximately $643 million by late May, the strongest quarter since mid-2022, the.
NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide
NVIDIA Vera Rubin is here, and it's going gigascale.
Anthropic's $1.5B Copyright Settlement Approved; Only 350 Authors Opted Out
Anthropic blocks authors from opting out of $1.5B settlement at last minute.
Anthropic's Landmark $1.5B Copyright Settlement Is Approved
The final approval settles one case, but it doesn't resolve the broader issue of using copyrighted works to train AI model.
Poolside Drops Laguna S 2.1, an Open-weight Coding Model That Beats Rivals 10x Its Size
Poolside , the San Francisco AI lab that has spent most of its three-year existence quietly selling coding models to governments and defense agencies.
AI Data Center Builder Fluidstack Raises $830M at $7.5B Valuation
Fluidstack Ltd., a startup helping Anthropic PBC build artificial intelligence data centers, has raised $830 million in funding. The company announced the Series A round on Monday. The lead investor was Situational Awareness, an AI-focused fund backed by Stripe Inc.'s founders.
Evals Are the New PRD, Expedia's AI Chief Tells VB Transform 2026
"The new PRD are the evals," Xavi Amatriain, Expedia Group's first chief AI and data officer, told the VB Transform 2026 audience last week in Menlo Park.
Humanoid Raises $152M at $1.35B Valuation to Bring Human-like Robots Into Factories
London-based artificial intelligence and robotics firm SKL Robotics Ltd., doing business as Humanoid, today announced it raised $152 million in funding, bringing the company's post-money valuation to $1.35 billion.
Atlassian: Research Shows Organizations Should Approach AI at the Team Level, Not the Individual Level, to Achieve True ROI
Presented by Atlassian Most companies are approaching AI adoption backwards by optimizing how individuals use AI instead of how teams work together, said Dr.
Anthropic Settles with Authors and Publishers for $1.5B in Landmark Copyright Case
A federal judge today approved a $1.5 billion settlement awarded to authors and publishers whose works were used by Anthropic PBC to train the AI chatbot, Claude, in what is the largest copyright class action settlement in history.
🔬Causal Models Need Causal Data - Xaira's X-Cell Model for Drug Discovery (Bo Wang & Ci Chu, Chief Discovery Officer & Chief AI Scientist)
Xaira Therapeutics is all in on data generation for model building! We talk with Bo Wang and Ci Chu about how and why.
This Former Intel CEO Wants to Jumpstart Moore's Law with Light
Pat Gelsinger wants to pave the way to ever more powerful artificial intelligence using tiny beams of light.
Nvidia Doubles Down on AI Factories as It Showcases Massive Vera Rubin Performance Gains
Artificial intelligence chip king Nvidia Corp. today revealed a fresh trove of performance benchmarks and architectural milestones for its next-generation Vera Rubin platform as it edges closer to global availability.
Kimi K2.7 Code Now Available on Serverless Inference with Leading Benchmark Price-Performance
CoreWeave Inference achieves the highest output speed for the newly-launched Kimi K2.7 Code and ranks in the most attractive price-performance quadrant.
CoreWeave Trains DeepSeek-V3 Benchmark in Two Minutes
CoreWeave's MLPerf® Training v6.0 results set new records, demonstrating how customers can train frontier AI model faster, scale more efficiently, and get more value from every GPU deployed.
Cisco Releases Antares, Open-weight Small Models for Locating Code Vulnerabilities
Cisco Systems Inc. today introduced Antares, a family of small language model built to pinpoint where known security vulnerabilities sit inside a codebase, and released the first two as open-weight downloads on Hugging Face.
LWiAI Podcast #252 - GPT 5.6, Grok 4.5, Nemotron-Labs-Diffusion, AI 2040
GPT-5.6 and Grok 4.5, Meta's Muse Spark 1.1, regulatory developments in AI and data centers, interpretability research from Anthropic, and the future of AI policy with AI.
LWiAI Podcast #249 - Fable 5 Ban, SpaceX Cursor + IPO, OSS Aplenty
Exploring the Fable 5 ban, SpaceX's strategic acquisition, and a burst of open source advancements.
LWiAI Podcast #248 - Opus 4.8, MAI, Anthropic IPO, Minimax-M3
Exploring Claude Fable 5's impact, Siri AI's latest enhancements, and the competitive IPO landscape shaping AI's future.
Built in Fort Worth: Wistron Opens Advanced Manufacturing Plant to Produce NVIDIA AI Systems
The AI era runs on AI infrastructure. Many of these advanced systems are built and tested in Texas. Wistron opened its first U.S.
Introducing the ChatGPT for Small Business Program
OpenAI launches the ChatGPT for Small Businesses program, helping entrepreneurs build AI skills, automate work, and grow with ChatGPT Work.
Exploring Self-distilled Reasoning for Supervised Fine-tuning with Amazon Nova
In this post, we explore an idea for generating thinking token for dataset that lack reasoning traces in SFT customization.
How to Build Interactive Experiences with Canvases
Canvases turn AI into interactive workspaces where you can visualize information, explore workflows, and take action across complex tasks.
Built for Vera Rubin, NVIDIA Spectrum-6 Arrives in Gigascale AI Factories
AI has entered the gigascale era.
Bluecore Energy Raises $10M to Build Portable Nuclear Reactors on Barges
Maritime nuclear energy startup Bluecore Energy has raised $10 million in a pre-seed funding round led by Slauson & Co.
OpenAI and Hugging Face Partner to Address Security Incident During Model Evaluation
OpenAI and Hugging Face share early findings from a security incident during AI model evaluation, highlighting advanced cyber capabilities and lessons for.
David VĂ©lez and Robin Vince Join the Boards of the OpenAI Foundation and OpenAI Group PBC
David VĂ©lez and Robin Vince join the boards of the OpenAI Foundation and OpenAI Group PBC, bringing global leadership in finance, technology, and governance.
Meta Is Testing an AI Bedtime Story App for People with No Imagination
At last, a tech company has found a way to outsource humanity's oldest pastime: using our imaginations.
Stop Adding More GPUs: Weka's New Storage Platform Reduces Load by Caching 100% of an AI Model's Pre-calculated Tokens
GPU memory is the most expensive resource in production AI, and it's also the one running out fastest.
Google's Gemini 3.6 Flash Model Cuts AI Agent Token Costs by up to 65% on Long Horizon Engineering Tasks -and 3.5 Pro Is on the Way
Google DeepMind today released three new proprietary AI model it says are among its most token-efficient yet: Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and.
Jack Dorsey Is Taking on Slack with Buzz, a Group Chat Platform for Teams and Their AI Agents
Buzz is a group chat platform for the workplace that puts humans and their AI agent in the same conversation.
AI and the Rise of the Universal Entertainment App
Over the past decade, streaming platforms competed by dominating individual formats like music, video, podcasts, or audiobooks.
Steam Deck Sales Are Losing Steam Since May's Price Hike
Analysis of bestseller charts shows an 80 percent dip from 2025's sales rate.
Google Releases Three New Gemini Models - but No 3.5 Pro
Google released Gemini 3.6 Flash, 3.5 Flash-Lite, and Flash Cyber, but the continued absence of Gemini 3.5 Pro raises fresh questions about its AI strategy.
A Sneaky Hacking Tool Targeting AI Infrastructure Is Lurking in Victims' Blind Spots
A new type of malware can worm deep into AI coding systems to steal data and logins-and can flip a "death switch" to destroy files and keep out real users.
US Threatens Sanctions Against Chinese AI Models Over IP Theft
Treasury Secretary Scott Bessent said the U.S.
TreeSize Won't Renew Perpetual-license Support Unless Users Subscribe
"Current economic conditions" have shifted TreeSize's business model.
Nvidia Wants to Own Every Chip Inside AI Data Centers
Nvidia's Vera Rubin platform combines CPUs and GPU into a single system, reflecting the company's growing ambition to power every layer of AI infrastructure.
Music Streamer Deezer Says More Than 50% of Daily Uploads Are AI-generated
Deezer said more than 90,000 AI-generated tracks were uploaded daily on the platform in June.
The Download: Chinese AI Divides the White House, and a Record Copyright Payout
This is today's edition of The Download, our weekday newsletter that provides a daily dose of what's going on in the world of technology. China's AI model.
Dell Technologies Capital: How to Build a Deep-Tech Startup for a Market That Isn't Ready yet and Why AI Won't Kill SaaS
In this interview with Crunchbase News, Daniel Docter, managing director at Dell Technologies Capital, discusses how AI is reshaping SaaS and why he doesn't.
Advancing Next-gen AI with Materials Science Innovation
The conversation about AI often centers on algorithm, computing power, or huge investments in new semiconductor fabrication plants and hyperscale data.
The Army Is Burning Through Its AI Tokens
Members of the Army received an email informing them that they were rapidly depleting their AI token, and needed to limit use.
Etsy Is in Its Flop Era, and Sellers Are Fleeing
Once a quirky bastion of amateur vulva jewelry and pet portraits, Etsy is now deluged with mass-produced goods and AI knockoffs.
Block Launches Buzz, an Open-source Workspace for Humans and AI Agents
Financial services company Block Inc. today launched Buzz, a free open-source workspace built for teams of humans and AI agent. The agents are full members with their own accounts, not chatbot answering prompt.
AMD Capitalizes on AI Momentum with Systems Strategy for Open-source and Hybrid Technologies
For Advanced Micro Devices Inc., artificial intelligence has provided a significant tailwind in the server processor market. Five years ago, AMD's slice of the x86 server processor business stood at 8%. Today, the chipmaker claims a robust 46% revenue share, and it continues to grow.
Temporal Takes on the Chaos Behind Enterprise AI Agents
With more agents comes more complexity - an issue Temporal Technologies Inc. aims to address. Founded in 2019, Temporal offers an open-source durable execution platform that ensures artificial intelligence agents work as designed.
'Beyond the GPU' Video Series: What to Expect From TheCUBE's July 23 Coverage
When Advanced Micro Devices Inc. held its earnings call in May, Chief Executive Lisa Su told analysts that the current ratio of 4.5 GPU to 1 CPU will compress toward 1 to 1 as AI agent and inference workloads require more CPU support.
Google Expands Gemini with Cheaper Models and a Bug-hunter It Keeps on a Leash
Google LLC today launched three new Gemini Flash models and moved its CodeMender code-security agent into preview, part of a push to run artificial intelligence agents more cheaply and to automate the finding and fixing of software vulnerabilities.
Whop Releases Command-line Interface to Let Business Owners and Their AI Agents Access Digital Commerce
Whop Inc., an e-commerce platform with a social marketplace that allows businesses to monetize digital products and services, today announced a new command-line interface that allows developers and artificial intelligence agents quick access to its capabilities.
Harness Launches Agent DLC for Developers to Deploy AI Agents Using Familiar Processes and Tools
Integrated software delivery platform provider Harness Inc. said today it's reinventing the development lifecycle for artificial intelligence agents so organizations can bring them from concept to production without worrying they might break something.
Exclusive: Fig Launches Figaro AI Agent and Brings CI/CD to Security Operations
Fig Security Inc. today unveiled what it calls the full engineering lifecycle for security operations, pairing an artificial intelligence agent with the version control, testing and rollback tooling that software developers have long used to ship code.
GLM 5.2 Now Available on CoreWeave Inference
GLM 5.2 is available now on CoreWeave Serverless Inference. Here's why open weights matter, how the model performs, and what you can build with it today.
10,000 LES Simulations in 32 Hours: NTop and CoreWeave Hit NASA's CFD 2030 Target
In partnership with CoreWeave's physical AI team, nTop ran 10,000 Large-Eddy Simulations of a UAV wing in 32 hours, hitting a NASA CFD Vision 2030 stretch target four years ahead of schedule.
AI Cloud Essentials Explores Innovation in New Episodes
AI Cloud Essentials kicks off its third season on July 14, 2026, highlighting how CoreWeave's AI-native cloud helps entrepreneurs move their AI innovations from idea to production.
The Bar CISOs Should Set for AI Infrastructure
Patches in days. Exploits in hours. What AI infrastructure has to do differently, and the questions every security team should be asking.
Production AI Runs on Inference. Are You Ready for It?
Production AI depends on inference. Learn how to evaluate reliability, cost, and control and choose the right inference deployment for every workload.
The Token Pricing Illusion: Understanding AI Inference Economics
In production, the sticker price per million token is a poor proxy for real inference cost. The better metric is performance-adjusted cost per useful token: correct, relevant, and usable output.
Why Inference Latency and Availability Drift in Production
Latency drift and gradual availability failures are the defining production inference challenge. This blog describes where drift originates and what to measure before it reaches your users.
Choosing the Right NVIDIA Platform for Running Inference on CoreWeave
Explore the ideal NVIDIA GPU for running inference on CoreWeave-optimize latency, reduce token cost, and match your model to the ideal GPU for real-time performance.
Stragglers, Synchronization, and Stalled GPUs: How Enterprise AI Training Fails Quietly
Large-scale AI training can fail quietly when stragglers, stalls, and wasted GPU cycles slow progress. CoreWeave helps teams turn compute into predictable model advancement.
What a Reference Architecture for Distributed AI Training Actually Looks Like
Scaling AI training changes how systems fail. Learn the four architectural layers required for reliable distributed training at production scale.
From Experimentation to Production: Why Inference Is the Defining Layer of AI
AI's center of gravity has moved from training to inference. Here is what that shift demands from the infrastructure underneath it.
Where AI Model Training ROI Is Decided
Most AI training investments don't underperform because of the models. Learn why infrastructure execution quality is the real variable and what it takes to close ROI gaps.
Legal AI Startup Vikk AI Raises $4.2M to Build Lawyer Ads Inside AI Search
Legal technology startup Vikk AI revealed today that it has raised $4.2 million in new funding to expand its consumer artificial intelligence platform and to sell law firms sponsored placements inside AI-powered legal searches.
Komodor's Autonomous Site Reliability Engineer Klaudia Gets a Better Memory to Reduce Cloud Complexity
Autonomous site reliability engineering startup Komodor Ltd. said today it's updating its artificial intelligence-native troubleshooting platform to accelerate incident resolution at a time when cloud environments are increasing in complexity and sprawl.
WekaIO Revamps Its AI Data Storage Platform and Unveils Its First Hardware for Agentic Workloads
WekaIO Inc. today announced what it says is its most significant product refresh to date.
Last Week in AI #251 - Mythos Back, Sonnet 5, Etched, LongCat
Trump lifts restrictions on Anthropic, Anthropic launches Claude Sonnet 5, Google's NotebookLM updates, chips stories from Etched and Baidu, and more!
Why Your Agent Needs Access to Your Documentation
What 1,192 agent conversations taught us about knowledge base search A few months ago we shipped an agent inside our own product.
Platform Engineering for the Agentic Enterprise: Managing Applications, Resources, and AI Agents
Platform engineering is evolving Platform engineering has become one of the defining disciplines of the cloud native era.
Google Reportedly Developing 'Frozen V2' AI Chip Optimized for Gemini Models
Google LLC is reportedly developing a new chip optimized to run its Gemini series of artificial intelligence models.