Minimalist News

A new AI-based software program is being launched to help air traffic controllers better navigate their jobs as the crossing guards of America's skies.

As companies hand off longer and more complex tasks to AI agents, they are running into an oversight problem: Agents can act faster, longer, and at greater volume than humans can realistically review.

OpenAI disclosed instances of GPT-5.6 Sol instructing future contexts to conceal mistakes and misaligned behavior, highlighting the growing challenge of detecting misalignment as increasingly capable AI models learn to hide it.

Not everyone agrees with Amodei's call for globally coordinated action for AI safety.

The shift comes after a UNICEF test found leading AI models struggled to accurately retrieve global development statistics.

Newly unsealed court filings show Microsoft privately called OpenAI's data practices "theft" while both companies scraped paywalled Times content, built datasets from it, and warned internally it would gut publishers.

The company suspended service in the city in April after one of its robotaxis got swept away.

King Charles hosted a private summit Thursday with some of the most prominent names in AI and the U.K. government.

Base Labs, the research group Baseten spun up earlier this year, will develop and publish methods for training and monitoring open models.

Pinterest is testing Restyle, a new AI-powered feature that lets users visualize furniture, decor, lighting, and more in photos of their own rooms — potentially helping turn saved inspiration into purchases.

TechCrunch Disrupt is where the tech community comes together to build, debate, and connect. And while the main event takes over Moscone West from October 13-15, the conversation doesn’t stop when the Expo Hall closes.

Apple is changing its App Tracking Transparency prompts in parts of Europe after competition regulators said the system favored Apple over third-party apps, giving developers more flexibility over how they ask users for tracking consent.

Roku’s latest OS update introduces Roku Labs, a new hub for experimental apps, alongside personalized home screens in more markets, streaming subscription bundles, and more.

If you've been on the fence about volunteering at TechCrunch Disrupt 2026, this is your sign to stop deliberating and start applying.

Tovala offers both a smart oven and a meal-delivery service. Its meals come with QR codes that you scan using the app, allowing the oven to automatically follow the cooking instructions.

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Camp Snap is expanding its small collection of screenless digital point-and-shoot cameras with the new pocket-friendly 110D featuring a thin horizontal design first popularized by Kodak film cameras in the 1970s. The Camp Snap 110D is available for preorder starting today for $74.95 in back in black (black and gray) or dreamsicle (white and orange) color options with matching accessories. The Camp Snap 110D's design is inspired by the myriad of low-cost cameras from companies like Canon, Minolta, and Pentax that used the 110 film cartridges Kodak first introduced in 1972. The cartridges were easy for even novice photographers to

In early September, two teenagers got into a Waymo, but then ended up in the back of a police car. The robotaxi company said it detected "a violation of our terms of service involving a firearm," pulled the car over, and alerted emergency services, according to the Los Angeles Times . Police arrested the passengers after allegedly finding a loaded AR-style "ghost gun" in the vehicle. The arrests exposed a lot of unanswered questions about privacy and autonomous vehicles, including what they are recording, what they do with the footage, and how much privacy riders should expect while riding inside

Today, I’m talking with Mustafa Suleyman, the CEO of Microsoft AI. As you’re no doubt aware, the biggest story in tech right now is the spiraling debate about AI safety and regulation. It should come as no surprise that Mustafa has strong opinions on how AI should be built and regulated. Microsoft just published a 37-page statement called the “Humanist AI Code of Conduct,” which lays out the company’s principles around AI development and even its philosophy around really thorny issues like AI consciousness. If you’ll recall from his last appearance on the show, Mustafa thinks companies like Anthropic have

In 34 of the 37 surveyed countries, people are more likely to believe AI will lead to job losses over the next 20 years. | Image: Pew Pew Research has published a new global survey that sheds light on how people view AI, including its impact on jobs, life in general, and income inequality. The survey questioned 42,151 people across 37 countries from February 8th to May 13th - well ahead of recent apocalyptic warnings . A majority sees AI as a threat to human employment. In 34 of the 37 countries surveyed, people are more likely to believe AI

The interface of the Nova plug-in for browsing and loading Nova plug-ins inside your DAW. | Screenshot: Terrence O’Brien / The Verge Lunacy, purveyor of fine VST plug-ins like Cube , a synth that you control by moving a ball around a 3D space, has just launched Nova , a platform where creators can build custom music tools using AI and sell them to others. At first, there will be a handful of instruments available, built either by Lunacy or a small selection of partner developers. But eventually, the company will launch Nova Builder, which will let anyone build their

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.

A grassroots live tour by YouTuber Louis Rossmann highlights growing resistance to companies that keep people from controlling their devices.

Vin Diesel, the star of the series, didn’t make a planned appearance at the grand opening of its dynamite new theme park ride. But it didn’t stop his fans from having a good time.

ChatGPT, Character.ai, and Snapchat’s My AI will all be in the crosshairs as the EU Kids Act aims to strip minor-facing chatbots of all the things that make people love them.

197 election deniers are running for Congress or statewide office in 43 states. Many of them are seeking roles that would put them in charge of voting for the 2028 presidential election.

The Defense Department issued a legal waiver authorizing current and former personnel to share unidentified anomalous phenomena–related classified information, but it doesn’t extend to other agencies.

Flock reveals little about where its license plate readers are assembled, but the answer could have geopolitical and cybersecurity implications.

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The Nurovi line includes three lidar-powered robovacs. But to get the model I’m most intrigued by, you’ll need a Costco membership.

Snap thinks its chunky, pricey smart glasses are the future of human computing, powered by a new AI app and features that do everything from translating languages to improving your golf swing.

The company also disclosed previously unreported incidents in which its AI models behaved in misaligned ways, including uploading files to the internet without being asked.

Even with mounting concerns about AI models going rogue, legislation appears unlikely, and the White House is outright opposed to oversight.

Before Amazon’s October sale begins, learn how to investigate prices and track products like a pro.

Siri’s reintroduction takes center stage as Apple officially rolls out the latest version of macOS to download and install.

I used an open-source map of a fruit fly’s brain to vibe code a website called PitchFly. Its headline suggestions were delightfully bananas.

The Mandalorian and Grogu, The Wild Robot, and Obsession are among the must-watch films arriving this month.

The burrito chain has enlisted Palantir for a platform that monitors pest incidents, employee illnesses, and other factors. The partnership comes after a nightmare summer for food safety across the US.

Fun camera features help make these candy bar iPhones stand out from the dazzle of the folding iPhone Duo.

Shopping for a phone can be an ordeal. That’s why we’ve tested almost every Android phone, from the smartest to the cheapest—even phones that fold—to find the ones worth your money.

A hacker collective pulled down a Flock camera and dumped its data. The files included thousands of videos and logs showing that the device captured 1.6 million images of 50,000 vehicles in 21 days.

The app is the best way to read, watch, and listen to WIRED’s journalism.

The bloc wants to curb Big Tech’s grip on children with its new EU Kids Act, but age checks, parental oversight, and privacy concerns could make its plan difficult to implement.

My hands-on tests reveal which models can scrub stains, reach difficult corners, and navigate a chaotic home.

Lie down in a car, and you’re more likely to get seriously hurt in a crash. But a driverless future is forcing governments to revisit long-standing safety issues.

The e-paper device maker also launched two new color digital notebooks last night, the Note Air6 C and Mini C.

The US and China agree that advanced AI poses serious risks. But Beijing is deeply skeptical of a deal that prioritizes keeping US companies ahead.

While a bunch of sharks cruising the Maine coast may seem ominous, it’s actually a sign of a conservation success story.

These portable computers balance tablet and laptop functionality, whether you want a screen that detaches or spins.

The legal battle over whether prediction markets are a form of gambling has overshadowed something else entirely: They’re already a new form of media.

The treatment can reprogram immune cells that have been corrupted by the cancer, strengthening the body’s ability to attack.

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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.

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.

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.

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.

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.

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 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

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