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Vals AI is hoping to make AI benchmarking a more neutral and trustworthy resource in a world increasingly inundated by AI models.

Truecaller says the one-way sharing requirement would hand a commercially valuable proprietary asset to telecom operators.

In one particularly odd interview, Norwood seems to malfunction and begin speaking Chinese.

UP.Labs, now doing business under the name Vantora, is building startups for industrial corporations.

AI leaders have been promising that AI is the key to curing human disease. Anthropic researchers have also been warning that AI might kill us all.

“It’s important for service members to understand the uncertainty inherent to LLMs," a GovAI research scholar warns.

Accenture is about to take on its most high-risk consulting engagement ever.

Jeremy Klaperman, the CFO of the company's WordPress VIP Enterprise business unit, will act as CFO for the time being.

Angle Health has grown to 5,000 customers and become profitable by helping small businesses get "level-funded" health insurance.

Everyone in the world-models space is sitting on a pile of cash and a ton of buzz, but good luck getting anyone — from the founders to their own data suppliers — to tell you what they're actually building.

Jev, a new kind of AI model, is showing developers a cheaper and faster path to software intelligence.

The former CEO of Character.AI, which Disney previously sent a cease-and-desist letter to, will serve as the company's first-ever chief technology officer.

Availability of Apple's iPhone 18 Pro series turned patchy within hours of its debut on India's quick-commerce apps.

Google is refocusing its CC AI agent on household coordination, letting families share emails, schedules, and tasks so the AI can manage calendars, fill out forms, make shopping lists, plan meals, and more.

An aircraft equipped with Joby Aviation's autonomy technology flew across the United States without a human pilot taking control at any point.

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The TV in your living room knows more about you than you realize. | Photo by John Higgins / The Verge The TV world has been a pot of controversy thanks to a two-hour-and-15-minute video from Gamers Nexus claiming LG TVs are nefariously spying on everything you do. They can record and store audio even when they seem to be off, track everything you watch, and could even be hacked remotely and turned into covert surveillance devices. LG TV owners, and tech enthusiasts in general, are furious, and a hurried response from LG has done little to calm the situation.

At the start of this week, the who's-who of AI seemed - at least tentatively - on the side of AI regulation. Over the weekend, Anthropic CEO Dario Amodei had proposed a three-step plan for slowing AI development, including by embedding third-party evaluators in labs, coordinating across the domestic industry, and forging international agreements potentially with government assistance. OpenAI CEO Sam Altman, Google DeepMind co-founder Demis Hassabis, and even SpaceX CEO Elon Musk publicly seemed to agree on aspects of all three things. Anthropic and OpenAI had already been dropping hints that they and other labs were working on some

Recently unsealed court documents in the New York Times ' case against OpenAI and Microsoft are pretty damning. The companies' own documentation warned that it was starting a "doom loop" that would damage the web, characterized its scraping of data to train its models as the "largest theft of labor in human history," and that it made a "complete mockery of the idea of fair use." Many of the most eye-catching quotes from the document come from Microsoft's Director of Applied Science, Brent Hecht. Though, the company has tried to distance itself from Hecht's assertions. Microsoft spokesperson Alex Haurek told

Virginia Gov. Abigail Spanberger ordered the state government to take steps that could empower local communities to have a larger say in data center development and slow down approvals in a state that is already home to the data center capital of the world . Executive Order 22 bans executive branch officials from signing nondisclosure agreements for data center projects, requires expedited noise regulations, and requires a review of backup-generation operations used by data centers, among other requirements. The order also establishes an AI task force responsible for evaluating how the state government can address risks to Virginians like wo

You would think that a multimedia conglomerate as large as Disney would have a few chief technology officers by now, but the company has just appointed someone to the position for the very first time. Today, Disney announced that Karandeep Anand is joining the company as its new CTO. Anand will report directly to recently appointed CEO Josh D'Amaro , and he will head up the company's infrastructure, product, engineering, and data / AI platforms teams. Anand comes to Disney from chatbot startup Character.AI , where he served as CEO for just over a year and oversaw the company's push

Amazon Prime Big Deal Days officially begin on October 6 and 7, but I’ve already spotted early discounts on gear our team recommends.

While lawmakers iron out the details, advocates hope this approach could serve as a model for addressing histories of environmental hazards often concentrated in Black and low-income neighborhoods.

Every VPN says it’s the best, but only some of them are telling the truth.

For one day only, WIRED is bringing the technologies, people, and cultural forces transforming our world off the page and into real life.

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As dozens of cities end contracts for its controversial license plate readers, Flock is rolling out a voluntary severance program, WIRED has learned.

The Ultra 4 gets smarter about health tracking and lasts longer between charges. But for most people, the Series 12 gets close enough.

Even if big AI companies agree to a pause, ensuring that nobody tries to sneak ahead could prove tricky.

TeamPCP pulled off the worst-ever software supply-chain hacking spree and breached thousands of companies. Now Google’s threat intelligence group says it had a mole inside the hackers’ inner circle.

The reliably Republican South Dakota senate seat has an incumbent on the ballot. But PACs associated with AI labs and investors have already spent more money on the race than actual residents have.

Anthropic’s CEO says that safety hinges on understanding how AI “thinks.” So far the evidence is disturbing.

The satirical collaboration between a creative studio and the music producer behind Big Data, “Bezzy” is a cute little doll that spews the sounds of real data centers.

After three months of daily anti-government protests—dubbed the Flamingo Revolution—the sudden mass suspension of Instagram accounts has led to fears of brigading against demonstrators.

From a calendar that keeps my family organized to a frame that rescues photos from my camera roll, these favorites make thoughtful gifts.

How are women really faring in Silicon Valley? Submit your questions to our panel and we'll give you the scoop on September 24.

David Baker spoke with WIRED en Español about where biological design is headed next and the great potential and risks of taking biology outside the bounds of the natural world.

The left wants AI regulation. They just can’t agree on what it should look like or how concerned they should be.

Charge your trio of Apple gadgets–iPhone, Apple Watch, and AirPods–with one of my favorite telescopic stands.

Heat records are being shattered thanks to a boost from the natural climate pattern—and burning fossil fuels, of course.

Once the music industry’s biggest headache, Napster’s next act is bringing AI to the classroom.

I’ve tested dozens of open earbuds. My favorite ones let you hear the world and your tunes equally.

Of all the threats presented by uncontrollable artificial intelligence, scientists say death by plague ranks low.

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This week on “Uncanny Valley,” we discuss three possible AI doomsday scenarios, AI safety, and the unexpected bipartisan alliance forming against AI.

Your membership gets you more than free two-day shipping. Here’s what you may be missing ahead of Amazon Prime Big Deal Days.

By framing their efforts as a “slowdown” rather than an industry-wide push for better security standards, AI labs may have set themselves up for years of regulatory headaches.

Amazon Web Services didn’t design its data centers to withstand war, and now the company admits it can’t recover what’s been lost.

The Dreamforce conference became an unlikely battleground for the CEOs of OpenAI, Anthropic, and Nvidia to debate whether AI development should slow down.

After wearing it day and night for a week, I found that better health tracking, faster charging, and a simpler interface make Apple’s latest smartwatch noticeably easier to live with.

The first folding iPhone Duo is here, alongside the 18 Pro and 18 Pro Max, but they’re not your only options. We have all the details on Apple’s smartphone lineup to help you find the right model.

I’m genuinely afraid to go full-volume on the Soundboks Rider, which is built like a party-ready tank.

GPT-6 Astra helps Hex’s data agents turn answers into interactive visualizations that employees are proud to share.

Learn how ChatGPT Work and Codex analytics help teams understand AI usage and spend, identify training needs, and connect adoption to business outcomes.

OpenAI shares a framework for tracking, investigating, and disclosing model misalignment, alongside six reports of unexpected or concerning model behavior.

New OpenAI Economic Research shows how workers use AI beyond traditional roles and which new activities become recurring parts of their work.

Fyxer uses OpenAI models, fine-tuning, memory, and real user feedback to organize inboxes and draft emails in each user’s voice.

Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.

Learn how OpenAI evolved Habitat from a Python library into a globally distributed storage platform serving 1 billion ChatGPT users and 22M requests per second.

GPT‑6 Astra improves Devin’s ability to test software and show that it works, with the goal of helping engineers review less code and ship more.

César de la Fuente’s lab uses Codex and ChatGPT to search living and extinct genomes for antimicrobial candidates to fight drug-resistant infections.

Meet the Data agent in ChatGPT Work. Connect company data, uncover insights, and build interactive dashboards with AI using natural language.

Introducing ChatGPT for Financial Services, combining built-in financial data and GPT-6 Astra for research, modeling, and client-ready materials.

OpenAI and GSA will offer eligible federal, state, local, and tribal governments $0 license fees, 50% off usage, and expanded cyber defense support.

GPT‑Live‑1 brings natural, full-duplex voice conversations to the API, with stronger instruction following, custom voices, and telephony support.

Build and launch cloud agents with the Agents API, a managed service powered by the Codex harness for orchestration, long-running sessions, and tool use.

Chris Lehane argues that stronger AI capabilities require stronger safety evidence, shared standards, and durable policy action while the policy window remains open.

Meet GPT-6 Astra, OpenAI’s most capable model for business, with advanced reasoning, computer use, and stronger writing and design judgment.

Paul Christiano joins the OpenAI Foundation Board and its Safety and Security Committee, bringing experience in AI alignment, safety, and standards.

See how an MIT researcher uses GPT-5.6 Sol with Codex to autonomously run quantum computing experiments, analyze results, and calibrate qubits.

Explore how more capable, affordable AI can expand the work people and businesses can accomplish—and make growth more economical.

ChatGPT Images 2.5 helps turn your ideas, sketches, and reference photos into more personalized, polished images that better reflect your ideas.

We’re sharing an AI-generated solution to the Navier–Stokes Millennium Prize Problem, including a writeup and a formal proof in Lean.

Apply now for OpenAI’s $5 million grant program supporting independent research on how generative AI affects teen development, well-being, and safety.

OpenAI is expanding support for journalism with tools, training, and partnerships for students, educators, journalists, and news organizations.

Engineers at 1Password use Codex to rapidly build new features and internal tools, reaching production-readiness while maintaining rigorous security policies.

OpenAI, AIRPPU and WAN-IFRA launch an AI program to help Ukrainian news organizations strengthen innovation, resilience, and independent journalism.

Jakub Pachocki reflects on increasingly capable AI and the challenge of keeping it aligned. He calls for stronger safeguards and international coordination.

Inside OpenAI, coding agents are reshaping AI research. Explore early data on agent usage, experiment velocity, task complexity, and research acceleration.

OpenAI introduces Daybreak for Frontline Defenders. A $1 billion commitment expands access to frontier cyber AI, training, and support for essential services.

Legora used GPT-6 Astra to review 41 documents in minutes, find all four planted errors, and improve performance by nearly 40% in this financial-review workflow.

Using GPT-6 Astra, Playco built three themed game prototypes from one grey box foundation and reported 50% fewer manual fixes than with the previous model.

Introducing GPT-6 Astra, our most intelligent and aligned model yet, with state-of-the-art capabilities across computer use, coding, cybersecurity, and science.

GPT-6 Astra is our most capable broadly deployed model and our first to reach the Critical level of cybersecurity capability under our Preparedness Framework.

ATV Big Air Tour uses ChatGPT Work to speed up marketing, merchandising, and more. It even turned merchandise photos into an inventory website in 15 minutes.

Basis, Clay, and Exa Labs use AI agents to improve onboarding, account management, and developer integrations. See what enterprise leaders can apply.

Astra is the first OpenAI model to meet the Critical cybersecurity capability threshold under the Preparedness Framework, with stronger safeguards for release.

ChatGPT can now connect to trusted healthcare data, helping clinicians securely access patient context, medical research, and more.

See how Gilbert + Tobin combines CEO-led commitment, rigorous governance, and human accountability to scale ChatGPT Enterprise and Codex across the firm.

OpenAI supports California SB 1119, advancing strong, age-appropriate AI safeguards for teens while preserving opportunities to learn, create, and explore.

Polimill uses OpenAI GPT models and Codex to help municipalities search and use administrative knowledge while accelerating development.

ChatGPT Ads reaches $1 billion in annualized revenue run rate and expands globally, supporting broader access to AI through free and affordable options.

Our decision to wind down our contract providing OpenAI models to Cursor following its acquisition by SpaceX.

OpenAI and Thailand’s MHESI launch an eight-week accelerator helping 10 health, wellness, and education startups turn AI prototypes into trusted products.

A randomized study of more than 1,000 students examines ChatGPT, critical thinking, originality, and student performance on a real-world university assignment.

OpenAI is expanding its presence in Brazil, deepening engagement with developers, businesses, and communities to support AI adoption across the country.

ChatGPT for Teachers is expanding to 55 U.S. school systems, bringing secure AI tools, training, and support to over 100,000 more educators and staff.

Across the world, organizations are partnering with Google Cloud to tackle their toughest challenges, drive digital transformation, and unlock new levels of growth. In Europe, organizations face unique and complex regulatory challenges. To ensure we're delivering the best possible value and experience for our customers here, we have established a new European Advisory Board. This distinguished group of leaders from across various industries will act as a vital feedback channel, help customers navigate complex regulatory landscapes, and foster a strong, sustainable digital economy. Their counsel is key to ensuring Google Cloud products not only meet but exceed European requirements, driving

AI and cloud technology are reshaping every corner of every industry around the world. Without our customers, there would be no Google Cloud, as they are the ones building the future on our platform. In this regular round-up , we dive into some of the exciting projects redefining businesses, shaping industries, and creating new categories. For our latest edition, we look into new research agents from Deutsche Bank and The Max Planck Institute ; helping devs strut their stuff with new databases for Rent the Runway ; mortgage lender Mr. Cooper ’s “team” of AI agents answering tough customer questions;

AI and cloud technology are reshaping every corner of every industry around the world. Without our customers, there would be no Google Cloud, as they are the ones building the future on our platform. In this regular round-up , we dive into some of the exciting projects redefining businesses, shaping industries, and creating new categories. For our latest edition, we explore Uber ’s revamped network with modern edge; smarter, AI-infused site search at Target ; a wicked fast blockchain built by Keeta Network ; HCA Healthcare empowers its nurses with a new AI-powered information portal; Deutche Telecom enhances its data

A year ago today, Google Cloud filed a formal complaint with the European Commission about Microsoft’s anti-competitive cloud licensing practices — specifically those that impose financial penalties on businesses that use Windows Server software on Azure’s biggest competitors. Despite regulatory scrutiny, it’s clear that Microsoft intends to keep its restrictive licensing policies in place for most cloud customers. In fact, it’s getting worse. As part of a recent earnings call, Microsoft disclosed that its efforts to force software customers to use Azure are “not anywhere close to the finish line,” and represented one of three pillars “driving [its] growth.” As

AI and cloud technology are reshaping every corner of every industry around the world. Without our customers, there would be no Google Cloud, as they are the ones building the future on our platform. In this regular round-up , we dive into some of the exciting projects redefining businesses, shaping industries, and creating new categories. For our latest edition, we explore Box’s AI agents extracting insights with cross-platform agent integration; Schroders uses multiple connected agents to build a complex investment research system; Hypros ’ IoT device can monitor patient distress in hospitals without individual monitoring; a Formula E exhibition of

There’s a buzz of excitement here at Tobacco Dock as we welcome our customers and partners to the Google Cloud Summit London. Together, we’re exploring the essential role Google Cloud is playing in driving AI innovation and adoption across the UK. Today is about shining a spotlight on our customers and partners, focusing on the real-world stories of how they are accelerating innovation, realising value, and reshaping entire industries with the powerful combination of AI agents and robust cloud infrastructure. The opportunity ahead is immense. AI is poised to inject more than £400 billion into the UK economy by 2030

AI and cloud technology are reshaping every corner of every industry around the world. Without our customers, there would be no Google Cloud, as they are the ones building the future on our platform. In this monthly round-up, we dive into some of the exciting projects redefining businesses, shaping industries, and creating new categories. For our inaugural edition, we explore Lowe’s new Visual Scout product recommendation engine powered by Vertex AI Vector Search; a responsive “Driver Agent” platform created by Formula E to bring more equity to the track; Ester AI, a conversational tool from wealth.com that can help financial

Week of Dec 16 - Dec 20 Windows Server 2025 is now available on Google Compute Engine. We are excited to announce the general availability of Windows Server 2025 on Google Compute Engine. You can now run Windows Server 2025 Data Center, and Windows Server 2025 Data Center Core editions as well as Windows SQL Server 2022 on Windows Server 2025 with pay-as-you-go licenses. Customers that don’t already have a Microsoft Enterprise Agreement can use the Google Compute Engine’s provided image to take advantage of Google Cloud’s relationships with Microsoft for pay-as-you-go licenses that scale with your workload and offers

If you’re a regular reader of this blog, you know that 2024 was a busy year for Google Cloud. From AI to Zero Trust, and everything in between, here’s a chronological recap of our top blogs of 2024, according to readership. You’ll probably see some favorites on this list, and discover a few that you missed the first time around. January We started the new year strong, removing data transfer fees for anyone moving data off of our platform. Translation: Anyone doing cool things on Google Cloud (like using generative AI to analyze their microservices deployment) is doing it because

Over the past year, the pace of innovation across industries and around the world has been extraordinary. At Google, we're inspired by the public sector’s ingenuity and speed in adopting our AI and security innovations to achieve remarkable outcomes together. Since Google Cloud Next , we've launched more powerful versions of Gemini , rolled out Gemini Flash and Imagen 3 . And we're proud to showcase inspiring examples from the public sector, highlighting how organizations are leveraging generative AI to drive transformative change. From state agencies streamlining citizen services to healthcare providers improving patient outcomes and defense organizations enhancing mission

Editors note, November 28th, 2025: “We filed our antitrust complaint with the European Commission (EC) to give voice to our customers and partners about the issue of anticompetitive cloud licensing practices. Today, we are withdrawing it in light of the recent announcement that the EC will assess problematic practices affecting the cloud sector under a separate process. We stand behind the arguments outlined in the blog below, and we continue to work with policymakers, customers, and regulators across the EU, the UK, and elsewhere to advocate for choice and openness in the cloud market." - Giorgia Abeltino, Head of Government

Want to know the latest from Google Cloud? Find it here in one handy location. Check back regularly for our newest updates, announcements, resources, events, learning opportunities, and more. Tip : Not sure where to find what you’re looking for on the Google Cloud blog? Start here: Google Cloud blog 101: Full list of topics, links, and resources . Week of Dec 10 - Dec 15 Announcing Launch of Cross Cloud Materialized Views : To help customers on their cross-cloud analytics journey, today we are thrilled to announce the public preview of BigQuery Omni cross-cloud materialized views (aka cross-cloud MVs).

To our customers: At Google Cloud, we put your interests first. This means that when you choose to work with us, we become partners on a journey of shared innovation, shared support, and shared fate. We are committed to helping you evolve as technology advances, drawing on our depth of experience to ensure you can use the latest and best technology, while keeping you safe and protected. When it comes to the rapidly developing world of generative AI, this is imperative. Earlier this year, we embedded Duet AI — an always-on AI collaborator — across our products, from Google Workspace

Editor’s note : Jack Ngare is a Technical Director in Google Cloud’s Office of the CTO based in Nairobi, Kenya. A native of Kenya, he worked in telecommunications abroad for 12 years before returning home to work for a large African financial institution and a U.S. technology company. He joined Google Cloud last year with a mission to digitize and modernize Cloud’s global top customers, while simultaneously growing Africa's entrepreneurial technology culture. What is the opportunity you see before you? Working at Google Cloud, I’m able to bring people some of the world's best software and hardware engineering. I also

Editor’s note : Alicia Abella is the Managing Director for Telecommunications Industry Solutions at Google Cloud. The work involves bringing complex, advanced technology to businesses across diverse markets and cultures — from startups in Brazil to North America's largest telecommunications companies. The daughter of immigrants from Cuba, she has a PhD, 29 patents, and extensive experience running teams and working with customers. Did you always see yourself bringing new inventions into the world? No, not at all. I grew up in Queens, New York — the only child of Cuban immigrants. My parents worked hard and saved money so I

Welcome back. Apple's iPhone Duo makes the case that bigger screens are a lot more useful in the AI era, while the new AI audio features in the Apple Watch ask how much of our conversations AI should remember. Meanwhile, investors are pouring truckloads of money into AI startups at a dizzying pace, and while some of it is clearly FOMO, the smart money is chasing founders solving real problems, not just hitching their wagons to the hype. And in the most important signal in the industry right now, the CEOs of both Anthropic and OpenAI have said they are

Hello, friends. Small and medium-sized businesses stand to gain the most from AI. Often operating with lean teams where every employee wears many hats, AI can democratize valuable skills for these companies and create real impact. That’s the topic of this special weekend edition, presented in partnership with Rokt . Let us know what you think! — Nat Rubio-Licht How AI gives small businesses an edge AI is capable of giving anyone the tools to supercharge their productivity and try new things. For small and medium-sized businesses, that can be a lifeline. Guang Li, the general manager of Rokt Aftersell

Welcome back. Apple is racing into ambient AI with new Apple Watch features that listen in the background, testing the perception of convenience versus surveillance. New Ramp data suggests businesses are increasingly choosing cheaper, mid-tier AI models over the latest models from frontier AI labs, for cost reasons. Meanwhile, researchers inside Anthropic and OpenAI are arguing that safety is not keeping pace with rapidly advancing models, which is once again raising the question of whether the labs should slow down to establish unified safety standards. — Jason Hiner IN TODAY’S NEWSLETTER 1. Why warnings from inside AI labs are piling

Welcome back. Coursera's new AI platform, Project Helix, aims to fix corporate training by replacing generic content with adaptive learning and proof of skills. Meanwhile, Apple's September event showed AI woven into every new product it announced. For example, the Apple Watch's new Siri Recap and Live Rewind quietly turn it into an AI wearable. But the showstopper was the iPhone Duo, which I got to test hands-on and I believe points toward where every phone is headed within the next few years. — Jason Hiner IN TODAY’S NEWSLETTER 1. iPhone Duo unfolds Apple's vision of the AI future 2.

Welcome back. Humanoid robots are still too expensive for most homes, but IFA made the future feel closer as AI accelerates developments in training. Meta is betting that its new Muse agent can become a trusted everyday assistant, but asking consumers to connect their most sensitive data puts Meta's privacy shortcomings in the spotlight. And OpenAI’s next model is already pushing beyond Astra, using thousands of agents to tackle one of mathematics’ hardest problems. The breakthrough is remarkable, but it also raises uncomfortable questions about whether the models are advancing faster than our ability to understand them. — Jason Hiner

Welcome back. AI agents are giving hackers a major speed boost, with Google’s latest threat report showing autonomous systems already scanning infrastructure, harvesting credentials, and compressing attacks into hours. Meanwhile, Arm is trying to bring more order to robotics and physical AI with a shared framework that could solve fragmentation and help the industry scale. And ahead of this week’s new iPhone unveiling, I look back at Apple’s strongest AI success story: photography. For a decade, Apple has used AI and ML to quietly improve the camera, offering a blueprint for how it could lead in AI. — Jason Hiner

Welcome back. OpenAI’s ChatGPT Work team joins our podcast to explain how agents and proactive AI will make prompting less central to the ways we use AI throughout the day. Google’s much-ballyhooed Rambler offers Wispr Flow-level speed and accuracy, but it's still missing the right tone by getting the punctuation wrong. And GPT-6 Astra raises the question of what happens when models become harder to monitor as they get smarter. With observability getting more challenging, OpenAI's chief scientist signals that it may be time to coordinate with other labs before control gets harder. — Jason Hiner IN TODAY’S NEWSLETTER 1.

Hello, friends. Granola’s new Apple Watch app uses a device people already have to make AI more useful. The app records in-person conversations with a tap, syncs notes across devices, and makes the recordings easy to access. Thanks to Granola for sponsoring today’s edition of The Deep View. Let us know what you think! — Jason Hiner Granola for face-to-face conversations. Now on Apple Watch. Some of the most important conversations happen away from your laptop. Brainstorming at a whiteboard. A walking one-on-one. Candid advice over coffee. A customer visit or an investor chat where opening a laptop would break

Welcome back. Nvidia’s $12.9 billion acquisition of Hugging Face is counting on the open model ecosystem scaling without losing independence, but that tension will be worth watching closely. OpenAI’s GPT-6 Astra arrives as its most capable model yet, with a big focus on agentic work and professional tasks, plus tighter safeguards in light of the Hugging Face incident. And Nvidia is also pushing local AI forward on Windows, with new hardware and software that could narrow Apple’s lead in running models and agents on-device. — Jason Hiner IN TODAY’S NEWSLETTER 1. OpenAI's Astra leans into agentic tasks and safety 2.

Welcome back. AI is getting cheaper and more capable, but that also raises the stakes for human judgment. Our conversation with Dataiku CEO Florian Douetteau explores why deciding what to build, and how to govern it, will be where value accrues. CrowdStrike is giving agents verifiable identities and defenders tools that operate at machine speed, but the most valuable thing it's giving enterprises is confidence. And with its new Gemini 3.8 Flash model, Google is once again counting on raw performance mattering less than delivering reliable intelligence at a fraction of the cost. — Jason Hiner IN TODAY’S NEWSLETTER 1.

Welcome back. Perplexity's new Hybrid Compute agent automatically routes sensitive tasks to local models while sending general tasks to frontier-class models in the cloud, a privacy-first approach other tech companies and AI labs look likely to emulate. CrowdStrike is tackling the growing fear of agents running amok with an aggressive three-part strategy for eliminating malicious AI activity before it spreads. And Anthropic's new Fable 5.1 model touts a big efficiency win that effectively cuts agentic workload costs by 45% without sacrificing performance. — Jason Hiner IN TODAY’S NEWSLETTER 1. Why Claude costs less in the new Fable 5.1 2. CrowdStrike

Welcome back. AI devices may be booming, but too many of them duplicate what your smartphone already does. The category needs to get a lot more ambitious. Speaking of ambitious, Physical Superintelligence is using AI-driven physics to optimize infrastructure and solve some of the key roadblocks to interstellar travel. And as frontier models make cyberattacks faster and cheaper, Cloudflare is solving the problem by changing the economics. Its Adaptive Intelligence continuously learns from live traffic, creating a moving target designed to make automated attacks slower, harder and a lot more expensive for hackers. — Jason Hiner IN TODAY’S NEWSLETTER 1.

Welcome back. Google is turning your ebooks into AI context inside Gemini Notebook, a move that could make grounded, source-based AI more useful if it expands to Kindle and other ebook sources. AMD is making an AI infrastructure bet that openness and customer choice can loosen Nvidia’s grip on the AI stack as hardware economics get more challenging. Meanwhile, the data centers powering all of this are becoming AI’s political flashpoint, as public opposition hardens against AI factories. — Jason Hiner IN TODAY’S NEWSLETTER 1. The AI boom can’t outrun public opposition 2. How Google is turning books into AI

Welcome back. With frontier model capabilities racing ahead at a rapid clip, Replit becomes the latest company to embrace efficiency and cost over power with its model routing service. And a recent model release from Cohere tells a similar story: using niche models for specific tasks may prove better results. Meanwhile, Agility Robotics CTO Pras Velagapudi discusses how the company has found success targeting manufacturing as the first big niche for humanoid robots. — Nat Rubio-Licht IN TODAY’S NEWSLETTER 1. Why AI’s future may belong to niche models 2. Inside Agility's bet on factory-first humanoids 3. As models commoditize, Replit

Welcome back. Open models are gaining ground as enterprises chase lower costs, more control and better privacy. Nvidia’s reported $12.9 billion deal for Hugging Face would allow it to play a central role in the future of the open model ecosystem. At the same time, more than 100 leading tech companies warn that AI-enabled cyberattacks are advancing faster than our defenses, and they are united in calling for an urgent, industry-wide response. — Jason Hiner IN TODAY’S NEWSLETTER 1. Nvidia’s Hugging Face bet is bigger than models 2. Why AI rivals are uniting to prevent cyber crisis 3. The economics