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Other Made On YouTube announcements are also designed to help creators grow and engage audiences.

Many of these tools hinge on using generative AI to try out a variety of different tactics on a video to find what works best.

StrictlyVC joins TechCrunch Disrupt 2026 to discuss the changing VC landscape thanks to AI. Get your Investor Pass to join this exclusive session. Save $200 before September 25, 11:59 p.m. PT.

YouTube’s new custom feeds let users describe the videos they want to see in their own words, then use Gemini to build a personalized feed around the request.

YouTube's AI feature can now help you compare products as you shop.

In this cursed timeline, we have been gifted something so unfathomable that we could never have imagined it.

3 days to save up to $200 on your TechCrunch Disrupt 2026 pass, plus 50% off a second. Make impactful connections with 10,000+ tech leaders. Last day to save is September 25, 11:59 p.m. PT. Register here.

Spotify is rolling out Taste Profile to Premium users in the U.S., letting listeners see how the streamer understands their tastes and use natural language to reshape their recommendations.

LinkedIn is rolling out new verification tools that let members vouch for colleagues’ work experience and give companies more control over accounts that falsely claim to employ them.

The startup says its automated system can change four tires in under 15 minutes.

The investigation involves at least some crashes where it appears drivers were using "forked" versions of Comma's software.

Ema has raised $140 million to date and has more than 50 enterprise customers, including Google and Microsoft.

Most leaders on a trade mission stick to the pitch, but when I interviewed Greek Prime Minister Kyriakos Mitsotakis this week, he also admitted that no government is ready for what AI is about to do.

According to Discord, 90% of users will not have to verify their age.

Founders shouldn't have to learn the hardest lessons the hardest way. TechCrunch Founder Summit is designed to make the challenges of starting a company easier and the highs that much greater.

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The Una Watch costs less than most Garmin watches now that its price has been lowered from the Kickstarter offer of $350 to $199, but its modular, repairable design grabbed my attention first. It features a 1.2-inch MIP LCD display and up to 10 days of battery life, similar to the Garmin Forerunner 70 or the Pebble Round 2 I preordered earlier this year. Like Pebble's revamped watches , the Una Watch is also open-source , including its SDK, housing, and circuit boards, but it has more fitness features out of the box than Pebble's watches currently offer. Una is

Part of the job of a content creator is to figure out how to get their work in front of the most people. Cracking - or fighting - the algorithm has historically been a frustration for creators, but YouTube is increasingly simply telling creators what they should do. At the annual creator-focused Made on YouTube event, the company announced updates to the suite of AI-powered creator tools it unveiled in 2025 . In its initial iteration, the dashboard of creator tools included things like A/B testing for video thumbnails and a chatbot interface to query how content was performing. This

Discord is rolling out a new global age assurance system, seven months after pausing its previous verification measures following backlash from users. Starting today in every country except Australia and the UK, Discord will automatically assign users to an estimated age group based on "multiple account signals," with account restrictions placed on users believed to be between 13 and 17. The updates follow Discord slamming the brakes on its earlier age verification rollout in February in response to data privacy concerns. Its previous system required adults to verify themselves via video selfies or ID documentation , and faced criticism afte

McDonald's is putting ads on its drive-thru menu as part of a "limited" pilot at company-owned restaurants, according to a report from Bloomberg . Drive-thru locations included in the test will show ads from other brands on digital menu boards after a customer places their order, which they'll see while they wait for their meal. In a statement to Bloomberg , a McDonald's spokesperson says the test allows the company to explore "ways to share post-purchase content that customers may find helpful, relevant, or interesting." As noted by Bloomberg , selling ads on McDonald's menu boards could open up another

Video games have given us plenty of ways to traverse huge open worlds, but none have felt quite as oddly exhilarating as manipulating gravity in Control Resonant 's twisted version of New York City. It's a game that lets you flip, twist, and fly through the air, while exploring settings that look ripped out of Inception . It's as if you mashed up the meta storytelling of House of Leaves with the inventive platforming of Super Mario Galaxy and somehow turned it into a coherent experience. That strange combination is just the latest example of developer Remedy making games like

SmartLabels can inventory everything in a photo, but I tested whether its AI could survive the chaos of my busy household.

Like her biohacking boyfriend, Tolo is undergoing a grueling regimen of tests—from tracking nighttime erections to subjecting herself to extreme heat on her period—in service of “half the population.”

The telecom giant is eager to show Wall Street that it can do more with less. That means fewer employees, less electricity, and increased automation.

No IVF. No surrogacy. No polygenic tests. Emma Waters is leading a national fight against fertility tech—with her hot husband’s permission, of course.

The Ebola outbreak in the Democratic Republic of Congo is on track to be the largest ever.

These portable heaters will heat a room quickly, quietly, and safely.

The Kiwibit Feeder 2 Pro delivers action-camera-quality imagery, but too much of the experience is locked behind a subscription.

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Apple may pay out up to $95 for each eligible iPhone purchased by someone who felt misled about Siri’s release. You have until December 21 to submit a claim.

Two years after trying to sidestep mobile apps with dedicated AI hardware, Rabbit is launching OS3, a cross-platform agent that lives on the screens you already use.

The Android version of Premiere has unique layouts on candy bar phones and foldable devices. It’s free to use and available today.

No cameras? No problem. Viture’s first display-free smart glasses have bone-conduction microphones to privately record your daily musings.

The Biological Computing Company is bringing its AI tools to Amazon Web Services in a major boost for a once-fringe field that aims to marry nature with code.

GoPro’s first foray into the world of cinema cameras isn’t perfect, but it sure is a lot of fun to shoot with.

Andy Burnham once kept Palantir out of Greater Manchester. His first test as prime minister is whether to cut the company’s £330 million NHS contract—and risk a rupture with Big Tech and Washington.

Public disagreement about whether political violence is rising and who is responsible for it stems not from ideology alone but from competing definitions about what should be counted.

Just about every home security system has paid options, but with a little effort and a focus on local storage, you can build your own without the recurring costs.

Brian Bot loved talking about improv, while Sophie Bot wouldn’t stop calling me “big dog.” Welcome to the future of work.

The comedian sat down with WIRED to talk about social media, AI, and getting laughs for impersonating Boston Dynamics’ robot dogs.

Cisco Talos researchers created a new framework for identifying malware and hacking tools that rely on AI chatbots—and quickly discovered something unusual.

In the hope of uncovering new details about ancient life, researchers have developed a large language model that fills in the gaps in papyrus fragments.

Your conversations with AI chatbots are both highly personal and deeply vulnerable to surveillance. Here’s how you can protect yourself.

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Meet GPT-6 Sol and Luna, two models that bring frontier intelligence to everyday work with different balances of capability and cost.

GPT‑6 Astra allowed Parallel’s agents to research and synthesize labor-market data in half the time and at half the cost vs. prior models.

OpenAI outlines priorities and principles for rigorous, secure, and independent third-party AI safety assessments of frontier models and safeguards.

OpenAI is working with an independent Advisory Group on Mathematics and Artificial Intelligence to guide the review and communication of emerging AI results.

With GPT-6 Astra, Higgsfield AI makes video ad creation easier for small businesses and brings new creative tools to market faster.

OpenAI outlines a path to shared global AI standards, calling for coordinated evaluation, reporting, and governance to improve safety.

Explore new OpenAI Academy learning paths for employees, developers, leaders, educators, and students to build and demonstrate practical AI skills.

Using GPT-5.6, V7 turns scattered company files into context agents can use to complete complex, source-linked work.

OpenAI introduces the Australian Youth Safety Blueprint, a six-pillar roadmap for safer AI experiences that protect and empower young people.

Cooley built GO Public with ChatGPT Work to bring intelligence to the IPO process, helping lawyers surface issues earlier and focus judgment where it matters most.

OpenAI for Law brings frontier intelligence for law, custom firm workflows, connected legal data sources, and legal-grade controls for confidential client work.

OpenAI and AARP are bringing free, hands-on ChatGPT workshops to 1,000 older adults across 10 U.S. cities to build practical AI skills safely.

Explore new AI-powered advertising experiences from OpenAI, including Sponsored Agents, tools for marketers, and integrations with HubSpot and Shopify.

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.

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. Anthropic is folding Claude Cowork and traditional Claude chat into a "One Claude" experience that will include Docs, Slides, and Design tools to expose more of Claude's capabilities and cut down on context switching. Sabrina Ortiz tried Snap Specs on launch day, including the latest AI features, and walked away with a clearer picture of the potential use cases for the $2200 smart glasses. And Microsoft's AI CEO Mustafa Suleyman has released an essay arguing AI is not conscious and warning that frontier labs training the models as if they have consciousness is part of what's leading to

Welcome back. Google is making a case that AI’s biggest story isn’t only about risk, but also about impact, from disease detection to disaster forecasting to language access. At Dreamforce, Salesforce offered a different glimpse of AI’s future: domain-specific models that let enterprises own more of their intelligence without becoming frontier labs themselves. And the industry’s push for third-party safety testing is gaining momentum, but testing alone won’t solve the safety issues without standards, enforcement, and consequences when the models fail to meet guidelines. And governments don't look likely to step in and play for their part, for now. —

Welcome back. Apple's long-awaited Siri AI upgrade has finally arrived, and for many Apple users it will be the most tangible way yet to feel the shift toward more personal, useful AI. Meanwhile, calls to slow frontier development are producing some unlikely alliances, revealing how unsettled the debate is at the moment. The bigger problem is that AI pacing is being framed as a binary choice between acceleration and restraint. We need better dialogue to create common ground for policies that can match the growing sophistication of the technology itself. — Jason Hiner IN TODAY’S NEWSLETTER 1. Why AI pacing

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.