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Fathom said that it has over 400,000 monthly active users.

Not long ago, bringing an extinct species back to life belonged to science fiction. Today, it's the mission of a billion-dollar startup. Join the conversation with one of tech's most unconventional founders. Secure your Disrupt pass today.

The last day to apply for an exhibit table at TechCrunch Disrupt 2026 on Sept 18. Just 5 days left. Secure your spot on the Expo Hall floor and put your business in front of 10,000+ founders, investors, and tech leaders.

Former Spotify exec's company releases experimental "singles" that involves users in music making.

Insight Partners' Devin Parekh opens up about losing Legora to General Catalyst, why he's fine holding stakes in rival AI labs, and why — even as everyone else piles into OpenAI and Anthropic — his $90 billion firm is deliberately staying diversified.

Oracle had previously disclosed that Ellison planned to sell 50 million shares worth around $7.5 billion.

From floating reactors to brain chips: VCs picked their favorite YC startups from the summer batch.

On Equity, we discussed the AI industry's latest debate about whether it poses an existential threat to humanity.

Obama recently said that Democrats need to make artificial intelligence one of their “central agendas” and “have a very clear plan” to address concerns around the technology’s economic impact and safety.

Welcome back to TechCrunch Mobility, your hub for the future of transportation, and now, more than ever, the role AI is playing in it.

Fusion startups are inking defense-related deals, reigniting the relationship between fusion and national security that might have gone dormant, but never completely disappeared.

Automattic says Mullenweg is back as "chairman and CEO of Automattic, with full support of the board."

While OpenAI has filed confidentially for an IPO, the company will not be going public this year, according to CEO Sam Altman.

Anthropic's Dario Amodei and OpenAI's Sam Altman seem to agree that it's time to "pace the frontier." What would that actually look like?

Tesla’s halo sports car was first announced in November 2017.

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Welcome back. | Photo: Antonio G. Di Benedetto / The Verge Dell's last XPS 13 was meant to be a farewell before the company sunset the entire XPS brand . But it was a bitter ending , and an overpriced one as well. Earlier this year, Dell resurrected the XPS name with the excellent (and very expensive) XPS 14 and 16. And now, it's reinvented the XPS 13 as a much more affordable thin-and-light to take on the MacBook Neo . Call it another comeback. The 2026 XPS 13 has the nicest hardware you'll find in a new $700 laptop

Netflix has announced three new adaptations of Sega games: a Crazy Taxi film, a Sonic animated series "built for kids who want to feel a little edge," and a live-action movie based on the upcoming Stranger Than Heaven from Yakuza developer RGG Studio. The Crazy Taxi movie will be the first project released, though it doesn't have a debut date yet. Netflix also already has three seasons of a Sonic show called Sonic Prime . Here's Netflix's descriptions of the upcoming adaptations: Crazy Taxi : Since its 1999 arcade debut, Crazy Taxi has put players behind the wheel of a

No, that's not a Tesla Cybercab. That's Volkswagen's Mission Efficiency , the world's slipperiest electric vehicle. The near-production 2+2 seat electric coupe prototype was built on VW's MEB+ platform, incorporating front-wheel drive components from the upcoming ID. Polo and ID. Cross models. True to its name, the mission of Mission Efficiency is to break records. With a drag coefficient of a scant 0.158, the prototype claims to be the world's most aerodynamic road-approved vehicle. It also claims to have broken the record for energy efficiency, consuming 6.48kWh of energy per 100 kilometers during a constant-speed (68 km/h) test-drive on f

Apple’s iPhone 18 Pro will release this Friday, September 18th, and it’s tough to see it as just a coincidence that Google’s latest Pixel phones are discounted. The Pixel 11 Pro carries the biggest discount, with its fog, olive, and obsidian color schemes selling for around $1,007 at Amazon , almost negating this year’s $100 price increase for the starter configuration despite having twice the storage (256GB). The standard Pixel 11 is cheaper, too, selling for about $840 at Amazon , $60 off its starting price. It’s nice to see the price come down, making it a little less pricey

Today, I’m joined by comedian, podcast host, and YouTuber Adam Conover. Adam is a familiar face to anyone who’s spent time on the internet. He got his start, like so many successful comedy writers, at CollegeHumor back in the day. That was before transitioning into cable TV with Adam Ruins Everything , then onto Netflix, and all the way back to YouTube again, where he posts videos and hosts a podcast called Factually! That is exactly the kind of career path that fascinates me, and it also happens to touch on basically every major Decoder theme there is. You’ll hear

Roborock's more affordable vacuum did well on corners and navigating my home, but thresholds and small objects remain a challenge. Still, it's a good vacuum for the price, especially when it's on sale.

I’ve tested dozens of wireless earbuds. These are the best for when you want to tune out the world, wherever you are.

Maddie Kowalski is one of countless young women who’ve had their lives destroyed by the burnerverse, a loosely connected online community of sports fans. Now she’s fighting back.

While the publishing industry frets over how authors are using AI, many readers are taking things into their own hands.

These bird feeders come with cameras and connected apps to let you see and learn about the birds in your neighborhood.

Apple’s Safari browser gets a few helpful automation and personalization features in iOS 27.

Grow a backyard’s worth of greens and vegetables in your house with a vertical hydroponic garden. Here are a few that might be worth the investment.

Coway’s new Airmega Halo runs quietly and clears visible smoke quickly, but its air-quality readings weren’t always reassuring.

Silicon Valley is shifting away from chatbot queries toward a future filled with resource-intensive agentic AI—and it's driving the data center buildout.

“There’s no reason we can’t think that, at some point in the future, we can have volcano forecasts that are like weather forecasts.”

Take your home office to new heights with our favorite motorized standing desks.

A subset of male gamers have spent years warning that the transgressive series has been neutered by progressive developers, but the backlash isn’t taking hold.

I tried all the top models to find the best 3-in-1 Apple charging stations, pads, and more. Keep your iPhone, Apple Watch, and AirPods topped up with these WIRED-tested docking systems.

Plus: The US disrupts the internet’s biggest black market, a Conti ransomware hacker gets prison time, Meta fails to stop AI-generated videos of child abuse.

Turns out that the best office chair is also the best gaming chair, now with aesthetics to match.

Steven Strogatz coauthored a book about how math is moving beyond human understanding. He spoke with WIRED about the seismic impact artificial intelligence has had on his life’s work.

And if your tap water is undrinkable, you have no “constitutional right to truthful information” about it.

South Park, Slow Horses, Neon Genesis Evangelion, and a Lego-fied Mandalorian are just a few of the things you should be watching right now.

The agency that oversees prediction markets has investigated Polymarket trades on Biden pardons and the Iran war—and even more potential insider trading at Google, documents obtained by WIRED show.

The proposed class action alleges Meta illegally harvested people’s Facebook and Instagram photos to train its AI image-generation models and to build its unreleased “NameTag” face recognition feature.

Save on Petlibro essentials, including automatic feeders, water fountains, and accessories to keep cats and dogs fed, hydrated, and comfortable every day.

Timnit Gebru argues that AI companies are stoking fears of extinction to avoid discussing actual harms, like autonomous weapons.

Braden Sinclair is one of just 50 people in the world who can have unlimited pasta at the chain for life. Now, fans are deciding what he should eat next.

When going abroad, the right plugs are essential to keep your gadgets charged. These are my favorite travel adapters and chargers that I’ve tested myself.

The agricultural machine manufacturer has a subscription service that lets owners repair their own equipment. Why is barely anybody using it?

“Coffee” made with functional mushrooms like lion’s mane and chaga is all the rage. We tried the most popular brands to find which were the most palatable.

The US government has been sharing more information about UFOs. That's fueling excitement over the possibility of the president announcing that humans are not alone.

Crackpot theories were once the stuff of shortwave radio, but September 11 unleashed the Age of Alex Jones.

The new joint operation uses laser-based technology capable of detecting, tracking, and disabling commercial drones linked to human and drug trafficking.

A combination of rapid advances, recursive self-improvement, and agentic swarms are genuinely “spooking people” inside big labs.

Samsung is resting on its laurels with the midrange S26 FE, with an unwelcome price bump and only a new processor to show for it.

Explore today’s top DoorDash promo codes for $25 off your first order, free delivery, and 50% off DashPass for students and select users.

Save up to 87% with a Surfshark coupon code, 3 months of VPN free today, and more from WIRED.

Shop the latest beauty trends and save big using an Ulta promo code for beauty tech, makeup, and more.

Whether you’re shopping for a ThinkPad, Yoga laptop, or Legion gaming PC, these Lenovo discount codes and promotions can help you save big on your next tech upgrade.

Upgrade your gaming setup or PC build for less with these verified Corsair coupon codes, student discounts, and refurbished deals.

Save an extra 10% or 30% with Canon coupon codes, plus up to $1,600 on cameras, printers, and more this September 2026.

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Discover the best Stearns and Foster promo codes, discounts, and deals to elevate your sleep experience with premium comfort and quality.

Whether you’re switching from springs to memory foam or just want to sleep cooler this summer, these Sealy mattress deals will have you waking up refreshed—and with cash left in your wallet.

Refresh your living space for less with these verified Castlery coupons, including free shipping offers and furniture set discounts.

Whether you’re looking to upgrade your internet or get the latest phone, we’ve got you covered with our selection of AT&T coupons and deals.

Save 30% or 10% with Samsung coupon codes, up to $1,000 on appliances, plus limited-time deals on the Galaxy Z Fold7, Flip7, and S25.

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.

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.

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

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.

OpenAI’s new report explores how students and educators use ChatGPT to make learning more continuous, with support that extends beyond the classroom.

OpenAI shares findings from the Hugging Face security incident and the steps we’re taking to strengthen AI model security, monitoring, and alignment.

Discover how loveholidays uses OpenAI Codex to make software development accessible across the business, helping teams turn ideas into products faster.

OpenAI CFO Sarah Friar explains how advances across chips, compute, models, and products compound to deliver more useful intelligence at greater scale and lower cost.

Jalapeño is a custom inference chip from OpenAI that delivers faster, more power-efficient AI inference, with higher throughput and lower latency for modern models.

OpenAI banned Russia-origin accounts using AI to promote a fake Israel-based think tank and a “sovereignty” index praising Russia and criticizing the West.

Use the Admin plugin for ChatGPT Work and Codex to analyze workspace usage, manage members and permissions, adjust limits, and act on admin requests.

GPT‑5.6 is now available in Kiro, helping developers plan, build, review, and test software with better price-performance.

Introducing Intelligence Age, a new OpenAI blog exploring how transformative AI could reshape power, governance, the economy, and individual freedom.

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. 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

Welcome back. Google is turning one of the Pixel 11’s best features into a platform. By opening the model behind Rambler, Google is giving developers the capability to bring polished, conversational dictation to virtually every device. Salesforce and Anthropic are weaving Claude across Salesforce and Slack so enterprises can inject intelligence into some of their most used platforms. And China’s Z.ai revealed itself as the lab behind the viral Ox Alpha model, showing that capable AI does not need frontier pricing. — Jason Hiner IN TODAY’S NEWSLETTER 1. Why Chinese models may win AI’s efficiency race 2. Salesforce taps Claude

Welcome back. Perplexity and Nvidia are betting a new brand of local agents can cut token costs, speed up performance, and keep sensitive data private. Apple’s also thinking about local AI, and its new M6 Mac mini and M5 Ultra Mac Studio show how seriously Cupertino now is taking this opportunity. Meanwhile, OpenAI’s first custom inference chip, Jalapeño, beats Nvidia Blackwell on performance per watt in a SemiAnalysis benchmark. It's a striking result for silicon developed in under two years, with the help of OpenAI's latest models. — Jason Hiner IN TODAY’S NEWSLETTER 1. How OpenAI's Jalapeno chip surprised the

Welcome back. The biggest shift happening in AI right now is more economic than technical. Thomson Reuters has built its own domain-specific model, using proprietary data to own the intelligence layer of its business while potentially lowering costs. And OpenAI is cutting frontier-model prices as enterprises get more disciplined about what intelligence is actually worth. Meanwhile, new Indeed data shows AI job exposure is highest in cities built around software and knowledge work, while trade jobs and hands-on work remains resilient. See the US cities most at risk for AI-powered transformation. — Jason Hiner IN TODAY’S NEWSLETTER 1. OpenAI has

Welcome back. A specialized small model is outperforming frontier AI on a specific sales task, at a fraction of the cost, strengthening the case for enterprises to use smaller models where they fit. Meanwhile, foldables have spent years searching for a reason to exist, but AI may finally give their extra screen space a purpose. And an anonymous model called Ox Alpha has come out of nowhere to challenge some of AI’s biggest names. Whether it lasts is another question, but its sudden rise suggests the moat around frontier AI is shrinking. — Jason Hiner IN TODAY’S NEWSLETTER 1. The

Hello, friends. As AI moves into production in the enterprise, inference costs are becoming a bigger concern, especially as agents drive up token usage. Crusoe is betting that owning more of the infrastructure stack can help. Its approach reflects a broader shift in enterprise AI: making deployment cheaper, faster and less operationally complex. Thanks to Crusoe for sponsoring today’s edition of The Deep View. Let us know what you think! — Jason Hiner How Crusoe makes scaling AI less painful As enterprises move from experimentation to deployment of AI, fast, easy and affordable inference is growing increasingly important. One estimate