Minimalist News

See how Balyasny built an AI research system with GPT-5.4, rigorous model evaluation, and agent workflows to transform investment analysis at scale.

Introducing GPT-5.4, OpenAI’s most most capable and efficient frontier model for professional work, with state-of-the-art coding, computer use, tool search, and 1M-token context.

OpenAI introduces CoT-Control and finds reasoning models struggle to control their chains of thought, reinforcing monitorability as an AI safety safeguard.

OpenAI shares new tools, certifications, and measurement resources to help schools and universities close AI capability gaps and expand opportunity.

Practical insights and frameworks to turn AI progress into business advantage

Five AI value models show how leaders can sequence AI from workforce fluency to process reinvention and build durable business advantage.

OpenAI introduces ChatGPT for Excel and new financial app integrations, powered by GPT-5.4 to accelerate modeling, research, and analysis in regulated environments.

A new preprint extends single-minus amplitudes to gravitons, with GPT-5.2 Pro helping derive and verify nonzero graviton tree amplitudes in quantum gravity.

OpenAI introduces the Learning Outcomes Measurement Suite to assess AI’s impact on student learning across diverse educational environments over time.

Axios COO Allison Murphy explains how the company uses AI to support local reporters, streamline newsroom workflows, and deliver high-impact local journalism at scale.

Details on OpenAI’s contract with the Department of War, outlining safety red lines, legal protections, and how AI systems will be deployed in classified environments.

OpenAI and Amazon announce a strategic partnership bringing OpenAI’s Frontier platform to AWS, expanding AI infrastructure, custom models, and enterprise AI agents.

Stateful Runtime for Agents in Amazon Bedrock brings persistent orchestration, memory, and secure execution to multi-step AI workflows powered by OpenAI.

Today we’re announcing $110B in new investment at a $730B pre money valuation. This includes $30B from SoftBank, $30B from NVIDIA, and $50B from Amazon.

Microsoft and OpenAI continue to work closely across research, engineering, and product development, building on years of deep collaboration and shared success.

OpenAI shares updates on its mental health safety work, including parental controls, trusted contacts, improved distress detection, and recent litigation developments.

OpenAI and Pacific Northwest National Laboratory introduce DraftNEPABench, a new benchmark evaluating how AI coding agents can accelerate federal permitting—showing potential to reduce NEPA drafting time by up to 15% and modernize infrastructure reviews.

OpenAI and Figma launch a new Codex integration that connects code and design, enabling teams to move between implementation and the Figma canvas to iterate and ship faster.

Our latest threat report examines how malicious actors combine AI models with websites and social platforms—and what it means for detection and defense.

OpenAI appoints Arvind KC as Chief People Officer to help scale the company, strengthen its culture, and lead how work evolves in the age of AI.

SWE-bench Verified is increasingly contaminated and mismeasures frontier coding progress. Our analysis shows flawed tests and training leakage. We recommend SWE-bench Pro.

OpenAI announces Frontier Alliance Partners to help enterprises move from AI pilots to production with secure, scalable agent deployments.

We share our AI model’s proof attempts for the First Proof math challenge, testing research-grade reasoning on expert-level problems.

OpenAI commits $7.5M to The Alignment Project to fund independent AI alignment research, strengthening global efforts to address AGI safety and security risks.

OpenAI for India expands AI access across the country—building local infrastructure, powering enterprises, and advancing workforce skills.

OpenAI and Paradigm introduce EVMbench, a benchmark evaluating AI agents’ ability to detect, patch, and exploit high-severity smart contract vulnerabilities.

A new preprint shows GPT-5.2 proposing a new formula for a gluon amplitude, later formally proved and verified by OpenAI and academic collaborators.

Introducing Lockdown Mode and Elevated Risk labels in ChatGPT to help organizations defend against prompt injection and AI-driven data exfiltration.

How OpenAI built a real-time access system combining rate limits, usage tracking, and credits to power continuous access to Sora and Codex.

GABRIEL is a new open-source toolkit from OpenAI that uses GPT to turn qualitative text and images into quantitative data, helping social scientists analyze research at scale.

Introducing GPT-5.3-Codex-Spark—our first real-time coding model. 15x faster generation, 128k context, now in research preview for ChatGPT Pro users.

By Ryan Lopopolo, Member of the Technical Staff

OpenAI begins testing ads in ChatGPT to support free access, with clear labeling, answer independence, strong privacy protections, and user control.

OpenAI for Government announces the deployment of a custom ChatGPT on GenAI.mil, bringing secure, safety-forward AI to U.S. defense teams.

OpenAI shares its approach to AI localization, showing how globally shared frontier models can be adapted to local languages, laws, and cultures without compromising safety.

An autonomous lab combining OpenAI’s GPT-5 with Ginkgo Bioworks’ cloud automation cut cell-free protein synthesis costs by 40% through closed-loop experimentation.

OpenAI introduces Trusted Access for Cyber, a trust-based framework that expands access to frontier cyber capabilities while strengthening safeguards against misuse.

OpenAI Frontier is an enterprise platform for building, deploying, and managing AI agents with shared context, onboarding, permissions, and governance.

GPT-5.3-Codex is a Codex-native agent that pairs frontier coding performance with general reasoning to support long-horizon, real-world technical work.

GPT‑5.3-Codex is the most capable agentic coding model to date, combining the frontier coding performance of GPT‑5.2-Codex with the reasoning and professional knowledge capabilities of GPT‑5.2.

A family shares how ChatGPT helped them prepare for critical cancer treatment decisions for their son alongside expert guidance from his doctors.

Learn how to embed the Codex agent using the Codex App Server, a bidirectional JSON-RPC API powering streaming progress, tool use, approvals, and diffs.

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 science workloads; Google’s AI infrastructure

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 we approach

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 whether regenerative braking

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, and

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 planners

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

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 they want

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 readiness, public sector organizations

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). Cross-cloud MVs allow customers to very

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 to Google

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 see the possibility

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 could get an

We’re excited to share that Gartner has recognized Google as a Leader in the 2023 Gartner® Magic Quadrant™ for Enterprise Conversational AI Platforms, authored by Bern Elliot and Gabriele Rigon. We believe this recognition is a testament to Google Cloud’s robust investments and commitment to innovation in AI, coupled with a deep understanding of enterprise customer needs. Enterprises are increasingly investing in AI-driven solutions that balance addressing customer expectations with operational efficiency. At a time when the demand for quality, performant, and trustworthy conversational AI has never been higher, we’re thrilled to continue to deliver best-in-class technologies, purpose-built to solve our

Editor’s Note: José Neto works in Google Cloud's São Paulo office, assisting customers in both hybrid/on-prem cloud computing systems, and modernizing computer applications for the cloud. It's appropriate work; a native of Salvador, Brazil, he's spent decades harmonizing the past and the future, dealing with radical change, and staying comfortable amid uncertainty as he moves forward.  ---------------------------------------- What do you think defines how you work? It's the way I look at experience. When I work with a customer, I'm interested in helping them fix a problem or build a new service—it's very personal for me. I love working towards results. I always ask what

Welcome back. At MWC, we saw more evidence that the biggest AI opportunities may lie beyond frontier models, with startups using today’s AI to solve concrete problems in medicine, cybersecurity and computer vision. At the same time, Cursor is pushing coding agents into new frontiers beyond just generating code. It's reshaping software development with always-on automation to fill new gaps in the rapidly transforming coding space. And OpenAI’s GPT-5.4 signals that the next battle is for professional workflows, combining stronger reasoning, coding and agentic control into a model built to do more real work with less friction. —Jason Hiner IN TODAY’S

Welcome back. Apple may still look like it’s trailing in the AI race, but its latest research shows it’s quietly working on a critical problem: hallucinations. We break down Apple’s new method for pinpointing exactly where AI goes wrong. At MWC, Honor unveiled a playful “robot phone” with a tiny gimbal arm that hints at how strange AI hardware could soon get. And a new “Pro-Human AI Declaration,” backed by voices from across tech and politics, warns that the race to replace human labor with AI carries momentous societal risks. The pact demands that human thriving gets centered in the

Welcome back. Apple is doubling down on the machines powering the AI boom, with new M5 Pro and M5 Max chips in the MacBook Pro. These machines are built to run large models locally and handle heavier AI workloads for AI builders. At MWC, Alibaba quietly entered the smartglasses race with its Qwen AI glasses, lightweight frames with in-lens displays and swappable batteries — a unique option for glasses. And in the frontier labs race, OpenAI and Google both rolled out faster, lighter models aimed at cutting costs and speeding up everyday AI tasks. Their latest releases show a clear

Welcome back.  Google’s AI glasses are preparing to shake up the AI device market. We got a demo of the latest hardware at Mobile World Congress, and it showed how seamlessly Gemini can blend the digital and physical worlds. Anthropic is courting open-source developers with six months of Claude Max access as an olive branch that’s generous, strategic and notably not open-source. And the biggest story of all: Anthropic’s standoff with the Pentagon has ignited a public debate over who controls frontier AI. The Deep View readers overwhelmingly sided with safety. The power struggle now unfolding will shape contracts, policy,

Welcome back.  AI isn’t killing as many software jobs as we thought. New data shows developer job postings are up 11% year-over-year, as vibe coding lowers the barrier to building custom apps and ultimately drives demand for deeper expertise. Qualcomm just fired the starting gun on the 2026 AI wearables race with its Snapdragon Wear Elite chip, built to upgrade multimodal on-device AI in glasses, pins, earbuds, and more. And in Washington, Anthropic’s refusal to bend on surveillance and autonomous weapons triggered a Pentagon ban, sending its Claude app rocketing to No. 1 on Apple's App Store and intensifying the

Hello, friends. AI is dismantling entry-level jobs and exposing the cracks in resume-based hiring. In this week’s podcast, we examine how AI-powered skills assessments, simulation-based testing, and a free learning platform aim to fix the chaos AI is creating. We also look at why foundational skills, not credentials, will define who thrives in the next era of work. I can’t wait for you to listen to this one because it impacts so many people. Let me know what you think! —Jason Hiner USING AI TO FIX JOB DESTRUCTION, SKILLS, AND HIRING In a labor market being rewired by AI, CodeSignal is betting

Welcome back. If you want a high-paying desk job in 2026, there’s not much hope in avoiding AI. New data from Ladders shows 50% of roles with $100,000-and-above salaries now require AI skills. That's up from just 20% in 2021, signaling that AI literacy has shifted from nice-to-have to core competency. Google’s Nano Banana 2 tackles one of AI image generation’s biggest flaws: text rendering, and potentially unlocking enterprise design use cases in the process. And in Washington, Anthropic is refusing Pentagon pressure to loosen its AI safeguards, betting that long-term trust with enterprises matters more than short-term revenue from

Welcome back. AI is coming for your pocket. Samsung’s Galaxy S26 may be the first true agentic AI phone, with Gemini now able to take multi-step actions in the background and then ask for your approval before executing key tasks. It’s an early but meaningful glimpse of ambient, task-driven AI. Perplexity has entered the personal agent race with Perplexity Computer, an orchestrator that can run up to 19 models, breaking down complex outcomes into coordinated sub-agents and running for hours within a secure sandbox. My first tests with Perplexity's new agent have been impressive. I think we can safely say

Welcome back. AI ambition is outrunning reality, and AI safety is in the crosshairs again. The AI skills gold rush continues: enterprises are pouring millions into training and talent, yet economists argue AI added “basically zero” to U.S. GDP growth in 2025. Even OpenAI’s Brad Lightcap says true penetration into business processes has just begun. Meanwhile, Anthropic is loosening parts of its Responsible Scaling Policy while holding firm against U.S. government pressure to relax its safety measures. And finally, Quill’s new “Chief of AI Staff” bets the next agent wave will feel less like a self-driving car and more like

Welcome back. AI could supercharge growth or slowly destabilize the financial system, according to the viral "2028 Global Intelligence Crisis” document that maps out the worst-case scenarios of the current AI boom. New research suggests AI’s human-like behavior may be more default than design, raising fresh alignment questions. And in a sharp escalation, Anthropic accused leading Chinese labs of industrial-scale model theft to siphon Claude’s capabilities. But can Anthropic, OpenAI, and Google work together to fend off Chinese model makers from exfiltrating the frontier labs' crown jewels? It remains an open question. —Jason Hiner IN TODAY’S NEWSLETTER 1. ANTHROPIC FLAGS CHINESE MODELS

Welcome back. Anthropic is tightening the bolts on AI-written software with a new security layer for Claude Code, aiming to catch vulnerabilities before they turn into unacceptable risks. Perplexity is backing away from ads and leaning into subscriptions and device partners to grow its revenue. And OpenAI is now potentially working on up to six different devices, from earbuds to lamps. Our closer look reveals one clear near-term standout in the race to embed ChatGPT into hardware. —Jason Hiner IN TODAY’S NEWSLETTER 1. OPENAI’S 6-DEVICE PUSH REVEALS A FRONTRUNNER 2. CLAUDE CODE ADDS AI-POWERED SECURITY LAYER 3. PERPLEXITY SHUNS ADS FOR ENTERPRISES, DEVICES CONSUMER OPENAI’S 6-DEVICE

Hello, friends. There’s value for everyone in the latest episode of our podcast. This conversation unpacks the hacking of human perception and the dangers it’s created. As AI fuels a narrative arms race, we explore what it means for cybersecurity, leadership, and the future of enterprise (and personal) defense. —Jason Hiner HOW PERCEPTION ITSELF BECAME AN ATTACK SURFACE In this episode of The Deep View: Conversations, I talked with Wasim Khaled, CEO of Blackbird AI, to explore a provocative idea: What happens when reality itself becomes hackable? Long before generative AI went mainstream, Wasim and his cofounder launched Blackbird to tackle disinformation and

Hello, friends. Trusted data is becoming the real gatekeeper of enterprise AI. This week, Quest unveiled a unified platform designed to clean up fragmented enterprise data and deliver AI-ready data at scale. The end game is to give enterprises the confidence to deploy AI agents and trust their outputs. This is a special weekend edition of The Deep View, presented in partnership with Quest. Let us know what you think! —Jason Hiner QUEST DATA MANAGEMENT PLATFORM TACKLES AI’S BIGGEST BOTTLENECK Enterprises are eager to keep up with the rapid advances in AI. But there’s one major problem holding them back: Trusted data. Data readiness

Welcome back. Accenture is now tying employee promotions to AI use. Google is rolling out a professional AI certification. Both are examples of the real pressure on companies to close the AI skills gap. At the same time, the next leap in personal productivity is emerging: the AI chief of staff. As groups of specialized agents evolve into orchestrated teams, they promise to reclaim hours of our time and democratize capabilities once reserved for heads of state and CEOs. And Google is resetting the economics of AI with Gemini 3.1 Pro, raising the ceiling on performance while lowering the cost

Welcome back. Google could turn texting into a jukebox with Lyria 3, a tool that can spin up 30-second custom songs, complete with lyrics and album art, in 15 seconds or less. It’s fun and frictionless, but it deepens the copyright fight simmering across the music industry. Fei-Fei Li’s World Labs raised $1B, signaling that VCs are again betting big on world models and spatial intelligence as the next thing beyond LLMs. Apple is prepping three AI devices: glasses, AI-powered AirPods, and a pendant. But trust, execution, and the effectiveness of the Siri-Gemini integration will be the real tests of