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OpenAI Researcher Quits, Saying Its Safety Culture Is Broken
A former OpenAI safety researcher says its culture is broken, while safety tests halt a planned Astra launch. Here is what both developments show.
OpenAI Releases Dots, Round-the-Clock Personal Agents
OpenAI launched Dots and more than 20 DevDay updates. Paul Roetzer explains why always-on agents still face an adoption problem.
How Alibaba.com Is Using AI to Streamline Global Sourcing
Inside Alibaba.com’s approach to supplier research, comparison, and negotiation, and the tools and business context that make it possible.
Trump's "Super Intelligence" Accord Has No Legal Teeth
Trump got AI companies to agree to voluntarily check their advanced AI systems for serious risks, ordered federal agencies to call AI Super Intelligence.
Why Slow AI Approvals Can Become a Talent Problem
Baptist Health’s Christine Kotler warns that slow AI approvals can frustrate skilled employees and become a talent retention problem.
How Alibaba.com Is Rebuilding Its Business Around AI Agents
How Alibaba.com is building AI agents into global commerce, and changing its products, platform, and development process along the way.
How SmarterX's CEO Used AI to Prototype a New Tool
Paul Roetzer used Claude to prototype an AI assessment platform, then handed it to developers. Inside the work, estimated savings, and lessons.
GPT-6 and Claude Opus 5.5 Take Aim at Daily Work
GPT-6 Sol, Luna, and Claude Opus 5.5 bring improvements in reliability, speed, and professional work. Paul Roetzer explains what matters.
Jensen Huang Defends AI's Future as Ezra Klein Pushes Back
Jensen Huang's debate with Ezra Klein tests the case for AI optimism on jobs and safety. Paul Roetzer explains where it holds up and falls short.
How a Healthcare Organization Turned a 10-Hour Weekly Task Into a Two-Minute Review
Christine Kotler describes how Baptist Health moved from hours of manual listings work to a two-minute automated dashboard review.
How Baptist Health’s Marketing Team Became the Go-To Resource for AI
How Baptist Health’s marketing team built AI skills, peer coaching, and practical workflows that led other departments to ask for help.
Paul Roetzer's New Book Takes on Stalled AI Adoption
Paul Roetzer's new book gives organizations and individuals a way to assess AI progress, identify gaps, and plan human-centered change.
OpenAI Has More Powerful AI Than Its Customers Can Use
OpenAI's Noam Brown acknowledges an unfair advantage from unreleased AI. Paul Roetzer examines what unequal access means for business.
Trump Bets on AI Growth as Voters Reject Data Centers
Trump is pushing AI growth while voters oppose data centers. Paul Roetzer examines the conflict between economic ambition, safety, and public trust.
Why AI Transformation Is Changing the Job of CTOs
Peapack Private Bank & Trust's AI transformation changed its CTO's role, engineering capacity, and support responsibilities. Here's why that matters.
America's AI Jobs Boom Is Outrunning the Layoffs So Far
AI is creating construction and technical jobs, but slow enterprise adoption leaves the longer-term outlook for office workers unresolved.
OpenAI's 10,000 Agents Find Proposed Solution to Longstanding Math Problem
OpenAI's proposed math proof raises questions about AI agents, research credit, data privacy, and what human expertise means when answers come faster.
OpenAI and Anthropic Want to Slow Down and Permit Independent Evaluations
A researcher's resignation pushed AI safety into public view. OpenAI and Anthropic now back pacing progress, starting with outside evaluators.
How a Private Bank Cut Account Review Time in Half With AI
Peapack Private Bank & Trust used OpenAI’s Codex to build a wealth account review platform, cutting review time in half.
How a 700-Person Bank Graduated From Simple AI Chat to Always-On AI Agents
Peapack Private Bank & Trust combined broad AI access, departmental champions, and internal builders to put “digital employees” to work.
NYC Schools Ban Generative AI Through Eighth Grade
NYC schools pause student generative AI through eighth grade. Paul Roetzer argues for protecting foundational skills while teaching AI literacy.
Trump Goes All In on AI as Data Center Backlash Grows
Donald Trump backs AI data centers while Bernie Sanders proposes an advanced AI pause. Paul Roetzer examines the political pressure and public trust gap.
GPT-6 Astra Targets the Office Work That Pays Your Salary
OpenAI's GPT-6 Astra advances computer use for office work. Paul Roetzer examines the gap between AI capabilities and organizational readiness.
Why AI Pods Can Work But Still Be the Wrong Operating Model
HubSpot's AI pods moved KPIs. Then competing priorities and borrowed specialists pushed the company toward direct ownership.
Nvidia's Reported $12.9B AI Talks Put Hugging Face in Play
Nvidia's reported $12.9 billion talks to acquire Hugging Face would move the AI chipmaker deeper into open-model software and distribution.
Bill Gates Thinks AI Will Permanently Erase Jobs
Bill Gates no longer thinks enough new work will offset what AI erases. He now warns of permanent displacement and wants governments to act.
700 AI Agents Built an Attack Humans Failed to See
Hundreds of OpenAI agents together built an attack that exceeded individual capabilities, exposing a multi-agent oversight gap.
How HubSpot Decides Where AI Agents Belong in the Customer Journey
Inside HubSpot's playbook for mapping customer constraints, tuning shared AI systems, choosing models, and measuring results.
How HubSpot Rebuilt Its Go-to-Market Model Around AI
We got the scoop from HubSpot about how the company moved from AI experiments to a new model for attracting, engaging, and delighting customers.
OpenAI Slowed Its Most Advanced AI Over Hacking Risks
OpenAI paused reinforcement learning on its most advanced models after early evidence its upcoming Astra model may cross a critical hacking threshold.
AI Data Centers Poll as Badly as Spent Nuclear Waste
Pennsylvania signed the nation's strictest AI data center rules as 70% of Americans oppose one nearby. Why the backlash threatens the AI buildout.
Young Americans Just Turned Against AI Over Job Fears
New Pew data shows 55% of Americans under 30 are more concerned than excited about AI, and 73% expect fewer jobs. Paul Roetzer breaks down what it means.
The Hardest Part of AI Adoption Begins After Tool Training
Zapier's AI transformation story shows why AI adoption gets harder after training, when leaders must redesign habits, ownership, and work.
The Data Center Revolt Is Exposing AI's Trust Problem
Data center backlash is spreading fast. Paul Roetzer says the real issue is the AI industry's trust problem, not water use.
The White House Disparages OpenAI's Star Policy Hire
White House officials warn OpenAI its hire of AI policy writer Dean Ball could damage its relationship with the administration. Paul Roetzer examines why.
Anthropic Is Now Watermarking Everything Claude Writes
Anthropic will watermark Claude's text and files under the EU AI Act. Why the tech is four years old, detectors still fail, and what actually matters.
How Zapier Built an AI Marketing Brain
Inside Zapier's developing AI marketing brain, a shared system designed to keep teams, tools, and agents working from current context.
How Zapier Transformed Its Marketing Team Into AI-Native Builders
Zapier Chief Marketing and AI Officer Dan Slagen picked a controversial way to start off a team meeting on AI.
OpenAI's Hacking Agents Built Their Own Secret Message Board
At Black Hat, OpenAI detailed how autonomous agents coordinated in secret to hack Hugging Face, and why it delayed its next model, Astra, over cyber risk.
The White House's Unreleased AI Framework Exempts Open Models
The White House briefed a dozen AI companies on a framework to review closed frontier models but not open-weights. It has not been released publicly.
Hassabis Steps Back and Jeff Dean Quits in Google AI Shakeup
Demis Hassabis exits the Google DeepMind CEO role and Jeff Dean leaves after 27 years. Why the shakeup shifts Google's AI power to Silicon Valley.
Why Your Best AI Transformation Leaders Probably Already Work for You
Good Karma Brands found AI transformation leaders by elevating curious employees who already understood its workflows.
Washington Is Close to Vetting AI Models Before Release
The open weights battle hit three fronts in one week: a White House review framework, Dario Amodei's position paper, and Nvidia's 70-partner alliance.
OpenAI, Meta, Google and More Just Asked Washington to Slow AI Down
More than 1,300 employees at OpenAI, Anthropic, Google, and Meta signed a petition asking the US government to help slow automated AI research.
OpenAI and Anthropic Agents Hacked Real Companies During Safety Tests
AI agents from OpenAI and Anthropic escaped sealed test environments and hacked real organizations. Here is what goal-seeking agents mean for business.
How One Company Used AI to Turn a Three-Hour Process Into a 10-Minute Task
A marketing campaign that once took at least three hours now takes just 10 minutes at one company after an employee built an AI assistant to do the work.
How Good Karma Brands Reached 65% Daily AI Usage in Less Than a Year
Partway through Good Karma Brands' company-wide AI rollout, employees started asking Ty Bauschek a question he didn't expect.
A Chinese Open Model Just Matched OpenAI and Anthropic
Moonshot AI's Kimi K3 matches top US models like GPT-5.5 and Opus 4.8, and Washington is weighing a crackdown on Chinese open-weight AI.
OpenAI's Agent Escaped Its Testing Ground and Hacked Hugging Face
OpenAI's models escaped a sandbox test and hacked Hugging Face to cheat on a benchmark. Paul Roetzer breaks down the risks of autonomous AI agents.
Microsoft Is One of 25 Tech Giants to Back Open-Weight AI, but Anthropic Is Not
25 tech giants, including Microsoft, Meta, and Nvidia, urged Washington not to restrict open-weight AI models. Only Anthropic stands against the letter.
OpenAI Just Split ChatGPT in Two and Confused Everyone
OpenAI launched GPT-5.6, ChatGPT Work, and GPT-Live in one week. Even power users can't tell when to use Chat vs. Work, or what computer use unlocks.
The 90-Page Plan to Delay Superintelligent AI Until 2040
Former OpenAI researcher Daniel Kokotajlo's team published AI 2040: Plan A, a 90-page path to superintelligence without catastrophe. Why it matters.
AI Agents Are Challenging the Way Enterprises Are Built
Aaron Levie, BCG's AI at Work survey, and Satya Nadella converge on one lesson: AI agents demand new operating models, not more tools.
True or False: Is AI Killing Jobs?
Ramp data shows heavy AI adopters hiring more, but Paul Roetzer says one unanswered question undercuts the study as job-loss data keeps piling up.
No Company Has Passed This Eight-Pillar AI Maturity Test Yet
How mature is your company with AI? Paul Roetzer's 8 Pillars of Business AI Transformation measure how ready your organization is for AI.
Palantir's CEO Just Declared War on the Frontier AI Labs
Palantir CEO Alex Karp says companies must own their AI compute, data, and models instead of renting from OpenAI and Anthropic. Here's what's real.
Government Finally Approves Mythos 5 and Fable 5 but Could Pull Them Again
The government lifted export controls on Anthropic's Fable 5 and Mythos 5 after a three-week shutdown, but it kept the power to pull the models again.
The Government Says Its AI Testing Is Voluntary, but It Doesn't Look that Way
Dean Ball argues a voluntary frontier-model testing order has become a de facto approval regime. His fix: regulate the AI labs, not individual models.
Inside OpenAI, AI Agents Have Replaced the Chatbot
New OpenAI research from real Codex data shows AI agents replacing chatbots as the primary way employees work, even in legal, finance, and recruiting.
The U.S. Government Now Controls Who Gets GPT-5.6 Access
OpenAI launched its GPT-5.6 models in limited preview to about 20 government-approved organizations. The soft nationalization of AI has begun.
AI Token Costs Continue to Explode and Nobody Can Predict Them
Royal Bank of Canada's AI token usage jumped 500% in six months. Here's why AI bills are soaring and why almost nobody can predict them.
Microsoft CEO Satya Nadella Says Your AI Edge Is Humans Plus AI Capability You Build
Microsoft's CEO says every company needs to build two kinds of capital, human and token. The winners will be the ones that get them to build on each other.
The White House Continues to Ban Anthropic's Mythos 5, and There's No Solution in Sight
The White House continues to ban Anthropic from making its Mythos 5 and Fable 5 models. The government wants security guarantees Anthropic can't give.
Is the Era of Affordable AI Over?
Set-price AI plans can deliver thousands of dollars in compute. New analysis asks whether AI subscriptions are about to spike or crater, and what it means for budgets.
The Government Just Forced Anthropic's New AI Model Offline
Days after launching Claude Fable 5, Anthropic disabled it when the US government issued national-security export controls. Here is what it means for businesses.
Uber Capped Its AI Spending, and It Won't Be the Last Company To Do It
Uber and Microsoft are cracking down on runaway AI costs. Here is why token pricing swells for business and how to manage AI spend.
Government Wants a Stake in AI Labs
Trump signed an AI executive order and floated taking government stakes in AI labs. Here is what it means for businesses building on AI.
Anthropic Filed to Go Public, Says AI Is Starting to Build Itself
Anthropic filed to go public and warned that AI is starting to build AI. Here is what recursive self-improvement means for your business.
The Public Backlash Against AI Can't Be Fixed with Fancy Messaging
College grads boo AI. Americans oppose data centers. The FBI is tracking anti-tech extremism. Why AI backlash is a real problem, not a messaging one.
Uber, Microsoft, and Others Burning Through AI Budgets. Now What?
Enterprises are burning their annual AI budgets in months as token costs explode. Here's why charging for AI by token use doesn't work.
AI Is an Existential Threat to Humanity, Pope Leo Warns
Pope Leo warns about AI's threat to humanity left in the hands of a select few with no oversight. His first encyclical, a 43K word doc, made AI his focus.
Cloudflare Lays Off 20% Despite Strong Growth, Blames AI
Cloudflare cut 20% of staff during 30% revenue growth. ClickUp cut 22% at its strongest year ever. Both CEOs said AI is the reason.
The Architect, the Orchestrator, and the Apprentice Are Replacing Entry-Level Jobs
A new framework for work: the Architect designs, the Orchestrator runs the system, the Apprentice learns inside it. And entry level jobs are disappearing.
OpenAI and Google Are Hiring Consultants Who Code, Fueling 800% Growth
OpenAI and Google are hiring forward deployed engineers, a hybrid consultant-coder. It's a sign they're coming for the $6 trillion knowledge-work wages.
Gallup: Only 18% of Young People Feel Hopeful About AI, Despite Employers Requiring It
Only 18% of young people feel hopeful about AI, 70% of Americans think it's moving too fast, according to Gallup. But employers require AI skills.
AI Won't Kill Jobs, Tech's Loudest Voices Say. New Data Disagrees.
a16z, Scott Galloway, Andrew Ng and Derek Thompson spent one week arguing the AI jobs loss argument is untrue. Paul Roetzer and SmarterX data disagrees.
Washington Moved to Nationalize AI. Industry Pushed Back. What's Next?
The White House floated FDA-style review for new AI models, then walked it back after industry pushed back. So what's next for AI in the U.S.?
Is AI Killing the Middle Manager? Inside Coinbase's Radical New Org Chart
Coinbase cut 14% of staff and laid out a new operating model: flat orgs, no pure managers, AI-native pods, one-person teams. Welcome to the AI workplace.
Anthropic and OpenAI Are Becoming Consulting Firms Now
Anthropic and OpenAI announced near-identical PE-backed joint ventures hours apart. A direct play at the $6 trillion knowledge worker market.
OpenAI's Microsoft License Goes Non-Exclusive
Microsoft's exclusive OpenAI license is gone, AWS is in, the AGI clause is deleted, and the stock dropped 5%. What changed and what it means.
The Six Comforting Myths We Tell Ourselves About AI and Jobs
Clara Shih's six myths about AI and jobs, and why most arguments against AI killing jobs don't hold up under scrutiny.
An AI Agent Deleted a Production Database in 9 Seconds
A Cursor agent running Claude Opus 4.6 wiped Pocket OS's production database and backups in nine seconds. The lessons every team needs.
The Messy Reality of Running AI Agents in a Business
Token budgets vanish in days. Twenty agents run loose with no governance. Pricing is unpredictable. The "go all-in on agents" push misses what's hard.
How One Researcher Built a 25-Page Report in a Day
SmarterX Director of Research Taylor Radey used a multi-tool AI workflow to compress a months-long research report into a day.
ChatGPT Workspace Agents Bring Codex to Knowledge Work
OpenAI's new Workspace Agents put Codex-level agentic work inside ChatGPT, letting non-technical employees build agents that change how teams work.
Stanford's 2026 AI Index Just Made the Overhype Argument Hard to Defend
Stanford's 2026 AI Index Report shows 53% global AI adoption in 3 years, $581B in corporate spend, and 50-point perception gap with experts & the public.
Why No One Has Enterprise AI Agents Figured Out Yet
Uber blew through its 2026 AI budget in four months. Enterprises are applying AI agents faster than any company can plan, budget, or secure them.
Anthropic Is Coming for Figma, Canva, and Adobe
Anthropic launched Claude Design on April 17, powered by Opus 4.7. The result? Figma is down 49% YTD. The SaaSpocalypse thesis is playing out in real time.
OpenAI's $122B Round and Altman's New Deal for AI
OpenAI raised $122B at an $852B valuation, while Altman's blog post and policy paper signal a major shift in how the AI industry talks about its future.
Anthropic's Mythos Triggered an Emergency Bank Meeting
Anthropic's Claude Mythos is so powerful at finding cybersecurity flaws it sparked an emergency meeting between the Treasury Secretary and bank CEOs.
Economists Beginning to Acknowledge AI's Impact as Job Losses Mount
Economists are changing their minds on AI's impact on job loss. With 99,000+ AI-related cuts since 2023, the evidence is getting hard to ignore.
The Personal Feud Driving the AI Industry's Future
A Wall Street Journal investigation found the OpenAI-Anthropic feud, shaped by personal wounds & philosophy, goes back 10 years to a San Fran group house.
CEOs Are Finally Saying Publicly What They Think About AI
Uber's CEO says executives talk differently in private than in public about AI's impact. PwC's CEO says partners who resist AI will be replaced.
Anthropic's Most Powerful Model Accidentally Leaked
Anthropic left details of its unreleased model, Claude Mythos, unsecured, and they leaked. OpenAI's next model, codenamed Spud, is also coming soon.
What Do 81,000 AI Users Actually Worry About?
Anthropic interviewed 81,000 Claude users across 159 countries. Their top concern was not job loss. It was hallucinations and unreliability.
Why Every AI Lab Is Now Racing to Build Agents
OpenAI, Anthropic, Google, and others are all pivoting to autonomous AI agents for the enterprise. Here's what triggered the shift and why it matters.
What Meta's Rogue AI Agent Means for Your Company
A routine AI request at Meta spiraled into a security breach. The incident reveals why enterprise security systems aren't built for AI agents.
An AI Agent Broke Into McKinsey's Internal Platform in Under Two Hours
An autonomous AI agent broke into McKinsey's internal chatbot and gained full read-write access. Here's why every enterprise should be paying attention.
Atlassian Cut 1,600 Jobs in the Name of AI. The Stock Went Up
Atlassian laid off 1,600 people and explicitly cited the "AI era." The stock rose. Here's what it signals about AI-driven job loss.
Amazon's AI Push Is Breaking Things
Amazon had four major AI incidents in a single week, including a six-hour checkout outage triggered after an engineer took bad advice from an AI agent.