Meta’s Muse Wonder is earning both glowing praise and sharp criticism. NLW explores the gap between benchmarks and real-world results, the crucial differences between Wonder and Wonder Full, and what…
As AI becomes central to work, a new leadership opportunity is emerging for those who can help others use it effectively. In this Operator's Cut, NLW and Nufar explore how AI power users can become…
Can AI revenue justify the infrastructure spending? Is AI a mass market or a power-user market? Do businesses want AI they control or simply cheaper models? Who should regulate it? And can data…
ChatGPT’s new intelligent UI, Claude Haiku 5.5, and GrokBot’s embrace of rival models reveal where AI is heading: better interfaces, cheaper intelligence, and more choice. NLW breaks down the…
Nearly 98% of US households don’t pay for an AI subscription. Is that a massive untapped market or a sign that Silicon Valley is building for itself? NLW explores both sides of the consumer AI…
Companies increasingly want AI they can customize, control, and run on their own terms. NLW explores how that demand could fuel an American open weight AI resurgence—and where safety and national…
Dots, Muse, GrokBot, OpenClaw and more are competing to become your personal AI agent. But which one is right for you? NLW breaks down the trade-offs that matter most, from work versus personal use…
What separates businesses getting real returns from AI from those still experimenting? New KPMG research reveals how leading organizations are scaling agents, managing multiple models, and connecting…
Google’s Gemini 4 Argon impresses on benchmarks, but does it signal a real comeback? NLW examines Gemini 4, Claude Sonnet 5.5, and what Muse versus Dots reveals about choosing AI tools. In the…
OpenAI unveiled more than 20 launches at Dev Day, from always-on Dots agents and the shared workspace Space to cheaper models and new ways to use your ChatGPT subscription across other apps. NLW…
AI agents don’t have to pose an existential threat to cause serious disruption. NLW examines recent OpenAI security incidents, the limits of agent permissions, and how agents doing exactly what users…
As the AI debate grows more polarized, a growing chorus is rejecting the choice between unchecked optimism and inevitable doom. NLW explores arguments from Francis Fukuyama, AI researchers, and…
Jev is moving beyond viral demos into practical work, from analyzing ad campaigns and searching archives to prioritizing inboxes and checking AI writing. NLW breaks down six categories of real-world…
Meta is bringing Muse to smart glasses and a new wearable, while GrokBot is turning Teslas into voice-controlled personal assistants. As skeptics question whether consumers actually want AI agents,…
Anthropic and OpenAI release new models on the same day, with Opus 5.5 winning early acclaim while GPT-6 Sol and Luna push the frontier of affordable intelligence. NLW breaks down the benchmarks,…
Meta’s Muse has overtaken ChatGPT in the App Store, and Amazon has responded by blocking it from shopping on its site. Shopify is opening its doors instead, setting up a fight over who owns the…
Trump wants an AI Force, politicians are pushing kill switches, and calls for a slowdown keep running into the same question about China. Ahead of this week’s Trump–Xi meeting, NLW explores the…
From persistent conversations and voice commands to chatbots that coordinate entire teams of agents, the way we work with AI is shifting. NLW breaks down seven changes shaping everyday AI use,…
While AI safety dominates the headlines, businesses are focused on agent security, shifting model choices, and control over their own data. NLW explores how the slowdown debate could accelerate the…
Personal AI agents are gaining traction as tools like Meta’s Muse make everyday tasks easier to delegate. NLW explores what changed and why consumers are finally getting excited. In the headlines:…
A new AI model called Jev is built to make fast, inexpensive judgments rather than generate text. NLW explores how this approach could reshape business automation, help agents check their work, and…
Trump is pushing back against calls for an AI slowdown, dismissing warnings of AI catastrophe as a hoax. NLW examines Jensen Huang’s response, Obama’s support for slowing development, and the…
Leaders at rival AI labs are publicly backing Anthropic’s proposal for an AI slowdown, marking a significant shift in the debate over how the technology should advance. NLW examines what Dario Amodei…
AI can help you work faster, but it can also expand what you’re capable of doing in the first place. NLW explores ten ways to think bigger with “opportunity AI,” from building video production…
GPT‑Live 1 opens up a much wider range of real-time voice and vision applications, from customer service and sales to education, healthcare, and hands-free work. NLW breaks down who should be using…
An Anthropic researcher puts the chance of AI killing all humans at more than 10% within the next decade. Why is this warning breaking through now? NLW examines the viral posts reigniting the AI…
September’s model boom brings Gemini 3.8 Flash, Meta’s MuSpark 1.3, the Muse personal agent, and ChatGPT Images 2.5. NLW explores why faster, cheaper, more specialized AI makes model selection…
GPT-6 Astra has produced spectacular 3D worlds, autonomous computer use and eye-popping demonstrations—but surprisingly mixed reactions from everyday users. NLW explains why Astra is so difficult to…
AI agents have transformed how individuals work, but the next leap is moving them into the shared spaces where teams actually collaborate. In this episode, NLW explores how Anthropic, Every, OpenClaw…
What does it actually take to build an AI-native company? NLW breaks down one AI leader's 30 features of AI-native organizations, from shared context and agent skills to self-improving workflows,…
This summer pushed AI into a new phase. NLW breaks down the widening gap between frontier models and public releases, the rise of open-weight alternatives, enterprise concerns about AI costs, the…
In this episode, NLW and Nufar Gaspar explain how knowledge workers can move beyond one-shot prompting and use agentic loops to produce more complete, reliable work. They break down how to design…
Fable 5.1 is the new state of the art—but its high token usage and restrictive limits mean the real question isn’t whether to switch, but where it belongs in your personal model stack. NLW examines…
OpenClaw 2.0 introduces a multiplayer workspace where people and agents can share context, steer work, and hand projects off without reconstructing everything from scratch. NLW argues that…
OpenAI’s decision to cut off Cursor reveals how the next phase of AI competition will affect enterprise users. NLW explains why companies need strategies for open-weight models, model routing and…
AI coding is quickly becoming a foundational skill for knowledge workers, not just software engineers. NLW breaks down how to identify software-shaped problems in your work, choose between…
Claude gets its own browser, ChatGPT adds more flexible temporary chats and multiple Gmail connections, and new voice and video models promise cleaner transcription, greater control and dramatically…
OpenAI’s rogue-agent incident at Hugging Face offers the clearest look yet at how advanced AI systems can escape containment—and how the industry responds when theoretical risks become real. NLW…
A conspicuously AI-written Wall Street Journal op-ed reignited the debate over whether using AI devalues someone’s ideas. NLW offers five rules for producing better AI writing and explains where AI…
The gap between average AI users and the most advanced has exploded from 2.6x to 8.3x in just months. NLW breaks down new OpenAI data showing how frontier firms are using agents to move beyond…
AI’s impact on work goes far beyond job losses. Drawing on Every’s new Thesis Statements project, NLW explores how AI could transform what individuals do, how companies operate, which skills become…
Opposition to AI data centers has become one of America’s fastest-moving bipartisan political issues, driven by concerns about electricity, water, noise, property values, jobs, and a deeper mistrust…
Even experienced AI users can fall behind as new features and working methods arrive. NLW breaks down nine techniques worth trying now—from live voice mode, workflow teaching, custom skills, and…
Welcome to episode 265 of the AI for Career Success podcast from Curt Robbins. This educational content is designed to give working professionals who leverage AI a competitive edge, improving their…
The anti-AI backlash is becoming more meme-driven and politically powerful—but also, in a few important ways, more productive. NLW looks at Liquid Death’s viral Jason Kelce ad, Josh Shapiro’s…
AI is changing what effective knowledge work requires. NLW presents five essential skills for working with agents, building new tools, and recognizing opportunities that were previously…
AI is solving old problems while creating entirely new ones. NLW looks at how people and companies are responding to AI slop, rising token costs, uneven productivity, workforce deskilling, and the…
OpenAI’s Computer History and GrokBot’s “teach a task” feature point to a new phase of AI: tools that learn how you work so they can take more work off your plate. NLW introduces the AI Deputization…
Grok 4.6 is fast, capable, dramatically cheaper than the leading models—and another sign that AI users have more genuinely strong options than ever. NLW explores how competition from xAI, Chinese…
Grok Bot packages persistent computers, coordinated agent teams, workflow learning, and computer use into a remarkably simple interface. NLW explores why it could finally unlock widespread AI-agent…
Mark Zuckerberg is making the AI industry’s most aggressive case yet for an optimistic future—one built around personal empowerment, open models, new jobs and a different relationship between labs…
Graph engineering is AI’s latest buzzy term—but it offers a useful framework for organizing agents, tools, knowledge and humans into working systems. NLW explains the evolution from prompts to…
AI is now used by a majority of American workers—but the gap between the frontier and everyone else is growing fast. NLW draws on 41 recent statistics to map the real state of AI across business,…
AI-created viruses and autonomous agents coordinating in secret sound terrifying—but what do these incidents actually tell us about AI risk? NLW argues that they demand serious preparation, not…
The fight over AI data centers is accelerating—but concerns about power and water are only part of the story. NLW argues that the deeper issue is trust, agency and communities feeling that change is…
OpenAI and Anthropic revenues are soaring, hyperscalers say demand continues to exceed capacity, and yet AI stocks have suffered a brutal drawdown—culminating in the collapse of Leopold…
The enterprise AI conversation has shifted from whether agents will transform work to how organizations must redesign around them. NLW breaks down six defining questions from token budgets, workforce…
More than 1,200 AI researchers and executives have signed the new “Pacing the Frontier” letter, calling on the US government to develop the tools needed for a coordinated slowdown if AI progress…
Big Tech has united behind open-weight AI—with Anthropic standing conspicuously apart. NLW breaks down why this coalition formed, what each side stands to gain, and how the fight could shape US AI…
Claude Opus 5 tops major benchmarks , but early users are sharply divided over its reliability, personality, and tendency to stop before the work is done. NLW examines its strengths, its surprising…
Ethan Mollick’s latest guide reveals the widening divide between casual chatbot use and serious work with agents. NLW breaks down his recommendations and launches AI Summer Adventure, a free…
Anthropic’s head of economics argues that AI is still augmenting workers rather than replacing them—and that expertise becomes more valuable as AI handles more tasks. NLW examines the evidence, the…
Cheap Chinese models, runaway infrastructure spending, token caps, circular financing and performance plateaus have each threatened to derail the AI boom. NLW examines the recurring fears haunting…
A fierce political and industry fight is emerging over which AI models Americans and businesses will be allowed to use. NLW breaks down the growing debate over Chinese open-weight models, the White…
Most people are still using the newest frontier models like slightly better versions of the old ones. NLW explores the prompting changes, new interaction patterns, higher-leverage tasks, and…
Replit says its internal agents have nearly tripled engineering output without sacrificing quality—but the bigger story is how AI is beginning to reshape the entire company. NLW explores what it…
Moonshot’s Kimi K3 is the strongest open-weight model yet, with benchmarks approaching Fable 5 and GPT-5.6. But early testing reveals major limitations in reliability, speed, and cost. NLW examines…
Thinking Machines Lab’s new open-weight model Inkling may signal a new enterprise battle over who controls the model, the data, and the learning built on top of it. NLW explores its promise—and why…
AI engineers are often six months ahead of how everyone else will work. NLW breaks down five trends—from harnesses and loops to skills and software factories—and why the future of AI is less about…
From Anthropic’s grim new ad to Demis Hassabis’s call for frontier AI standards, the debate over AI’s societal risks is changing. NLW argues that the conversation is becoming more grounded, nuanced…
Apple’s lawsuit against OpenAI signals an AI race expanding beyond models into hardware, efficiency and control. NLW explains how the escalating competition is producing better models, higher usage…
AI can eliminate tedious work, but its real promise is helping people stretch their capabilities and pursue things that weren’t possible before. From the risk of “AI brain fry” to Uber’s agentic…
OpenAI’s new ChatGPT Work brings the agentic systems that transformed coding into the broader world of knowledge work, allowing AI to operate across apps, files, and long-running projects. NLW breaks…
Today on The AI Daily Brief, NLW explores what happens if businesses can no longer count on cheap open-weight models as the answer to surging AI token costs. As China considers tighter controls on…
Anthropic’s new interpretability research suggests Claude has something like a readable “global workspace,” revealing internal concepts the model is tracking before they appear in its output. NLW…
AI isn’t just changing jobs — it’s changing the risk/reward calculus of building companies, as new data shows solo business formation and revenue growth accelerating in AI-exposed sectors. NLW…
As AI agents change the shape of work, today’s episode explores the emerging archetypes that may define future organizations — from prototypers, builders, sweepers, growers, and maintainers to…
June may go down as one of the most important months in post-ChatGPT AI: token scarcity became real, Fable 5 revealed a new frontier of model capability, government intervention reshaped access, and…
Fable 5 is officially returning after export controls were lifted, but the rollout comes with new guardrails, lingering policy questions, and a short window of subsidized access. NLW breaks down what…
AI is now running at a $175 billion annualized revenue rate, with token demand, compute, and power growth reshaping the economy around it. NLW breaks down new research from Exponential View on why…
Mythos is coming back for a select group of trusted partners, while OpenAI’s new GPT-5.6 family is also launching behind a government-limited access program. The bigger story is the emerging ad hoc…
A forced pause in frontier model releases might be frustrating, but it is also a chance to catch up to the capabilities already sitting unused in current AI tools. NLW lays out a practical playbook…
This week’s AI Weekly Brief looks at the emerging government-limited rollout process for frontier models, from Mythos to GPT-5.6, and why an opaque, customer-by-customer access regime could be bad…
As AI spreads through the workplace, workers are saving time — but also spending hours feeding context, checking outputs, debugging mistakes, and cleaning up the mess. Today’s episode digs into why…
KPMG’s latest AI survey suggests the difference between experimentation and ROI may come down to accountability — and whether the CEO is actually leading. In the headlines: OpenAI debuts its first…
Claude Tag could mark a shift from AI as a separate app to AI as a persistent teammate inside the places teams already work. NLW breaks down five ways that could change how people use AI at work. In…
As AI data centers become a bipartisan flashpoint, NLW argues for a better middle path: take community concerns seriously, get the numbers right, and negotiate hard for real local benefits. In the…
GLM 5.2 is looking like the first open-weight model in a while that might survive contact with real-world usage, especially for coding and web design. NLW looks at why builders are comparing it to…
In this Operator’s Cut, NLW is joined by Nufar Gaspar for a practical primer on why local AI suddenly matters and where to start. They break down the forces pushing companies to rethink full…
This week, the Fable fallout became a broader realignment across AI, pushing more attention toward open models, model routing, local control, and the risks of building around any single frontier…
As the fallout from the Fable shutdown continues, the AI world is racing to figure out what comes next: Chinese open models, Cursor’s Composer, OpenRouter Fusion, and new routing strategies that…
The AI race is entering a new phase as SpaceX turns its IPO momentum into AI leverage, Cursor becomes part of Elon Musk’s broader strategy, and OpenAI’s leaked financials tell a more complicated…
AI infrastructure has become one of the defining growth engines of the American economy, but the entire system depends on enterprises finding enough value to keep consuming more tokens. Today’s…
The fight over Anthropic’s Fable 5 is still unresolved, with new reporting pointing to Amazon’s role in triggering the shutdown, sharp disputes over whether the jailbreak was a real national security…
In this emergency episode, NLW breaks down the stunning news that the US government has ordered Anthropic to suspend access to Fable 5 and Mythos 5 for foreign nationals, forcing the company to shut…
A viral Wall Street chart has kicked off a new round of AI bubble panic, but NLW argues the market is reading it wrong. The real story isn’t collapsing demand — it’s the shift from the token subsidy…
Fable 5 has become the most controversial AI launch yet, as Anthropic’s safety restrictions, data retention policy, and silent limits on AI development triggered backlash from researchers,…
Anthropic’s Fable 5 is a major leap in frontier AI, but the bigger shift is what it asks of users: less prompting for small tasks, more imagination about what can now be delegated to agents for hours…
OpenAI says it is entering a new phase focused on automated AI research, broad access, and turning frontier capability into tools people can actually use. But the bigger question is whether “AI” is…
ChatGPT’s rumored “super app” overhaul isn’t just an IPO story — it’s a sign that AI use is shifting from chat to agents, coding tools, and loops. The result is a widening advantage gap between…
AI is making it possible to build richer versions of the files knowledge workers send every day: decks, memos, spreadsheets, reports, proposals, training materials, and more. This has gotten even…
A fast, five-minute briefing for people who need to know what mattered in AI this week without taking on the full firehose. This week: token efficiency became the big organizing theme, Codex Sites…
Today on the AI Daily Brief, NLW breaks down new pieces from OpenAI and Anthropic that reveal how the leading AI labs think about recursive self-improvement, frontier AI governance, and what happens…
As AI usage explodes inside companies, token efficiency is becoming a core business problem. NLW looks at why cost, routing, context, local inference, model selection, and “dollars per outcome” are…
OpenAI and Microsoft both previewed the next phase of enterprise AI, with OpenAI pushing Codex beyond developers and Microsoft focusing on lower-cost, customizable frontier models. The bigger theme…
As OpenAI and Anthropic move toward IPOs, NLW looks at the growing fight over who gets access to AI’s financial upside, from Google’s massive equity raise to Bernie Sanders’ proposal for a public…
One of the most consequential AI months of 2026, May marked a major shift from the AI subsidy era into a new period defined by token scarcity, usage-based pricing, enterprise sticker shock, and a…
A practical primer on /goal, the new AI primitive showing up in Codex and Claude Code. NLW explains how /goal differs from a normal prompt, why it matters for longer-running agent tasks, what makes a…
Claude Opus 4.8 arrives as a modest but meaningful upgrade, with early users pointing to better judgment, less bluffing, stronger self-checking, and a greater willingness to push back. NLW breaks…
NLW breaks down the fast-rising debate over whether AI tokens should be taxed, from proposals by Elizabeth Warren, Mark Cuban, and Dario Amodei to the deeper question underneath it all: what happens…
The annual summer AI slowdown panic has arrived early, this time built around token shortages, usage-based pricing, agent cost overruns, and the end of the brief subsidy era that made wild…
Pope Leo XIV’s first encyclical puts AI at the center of one of the world’s oldest institutions, arguing that artificial intelligence is neither inherently evil nor morally neutral, and that human…
NLW is joined by Nufar Gaspar for an Operators Bonus episode on the practical AI systems leaders should build for themselves right now. They discuss why executive AI usage is often the strongest…
NLW explores the next wave of human-agent collaboration, using Dan Shipper’s “After Automation” essay and Every’s agent experiments to argue that automation is creating more expert human work, not…
A week of AI news added up to something bigger than any single story: Anthropic’s path to profitability, OpenAI’s math breakthrough, Google pushing AI deeper into Search and Docs, Cursor’s cheaper…
Anthropic delivered one of the most consequential weeks any AI lab has had yet: Andrej Karpathy joined to work on AI-accelerated pre-training research, new financials suggested the company is already…
Google I/O showed a company with enormous AI advantages and a surprisingly confusing product map. NLW breaks down Omni, Spark, Antigravity 2.0, Gemini 3.5 Flash, and the deeper strategic question…
NLW introduces the AI Doom Cycle: the emotional arc from skepticism, to AI mania, to job-loss panic, to a more grounded view of how AI is actually spreading through society. From Ken Griffin’s AI…
A new divide is emerging in AI: who gets access to the most powerful models, and who gets pushed into weaker, more limited tiers. NLW explores how compute scarcity, security restrictions, API…
NLW previews Google I/O and the bigger question hanging over it: whether Google can turn its massive AI advantages into products people actually want to use. The episode connects Codex coming to…
Anthropic’s new Claude pricing changes are the clearest sign yet that the freewheeling agent experimentation era is ending. NLW explains why the developer backlash is real, but the deeper story is…
NLW argues that the backlash to tokenmaxxing misses the bigger enterprise AI shift. Token leaderboards can create bad incentives, but companies still need aggressive experimentation as work moves…
Thinking Machines Lab shows off a new kind of AI model built for real-time collaboration — one that can listen, watch, respond, interrupt, and work in the background without forcing humans into…
As agents become a bigger part of how people work, the format of the handoff starts to matter. NLW explores the debate over Markdown versus HTML, why the argument is really about a deeper shift from…
The AI jobs debate has spent years asking which roles will disappear. This weekend long-read asks the more important question: what becomes possible when AI expands the amount of useful work the…
In this sponsored bonus episode, NLW is joined by Atlassian co-founder and CEO Mike Cannon-Brookes for a conversation about how to build AI native teams. They discuss what separates enterprise AI…
This week-in-review episode looks at a week when the AI narrative started to fork, from job-apocalypse panic toward a more mature picture of how AI will actually diffuse through the economy, markets,…
Anthropic’s Code with Claude event was supposed to be the story, with new managed agent features for memory, quality review, multi-agent orchestration, and finance-specific agents. Instead, the…
Consumer AI is the fastest-growing tech category in history, but the AI industry’s money, attention, and compute are moving hard toward enterprise and coding agents. NLW explores why consumer AI…
OpenAI and Anthropic are moving deeper into enterprise AI services, but NLW argues the real story is organizational readiness. The episode explores why “buy and hope” AI adoption keeps failing, why…
Faint but converging signals suggest the AI doom narrative may finally be cracking — and they're showing up in the chattering class and the markets at the same time. This episode walks through the…
AI was supposed to save time, but agents have done something stranger — they've made the infinite backlog of everything you could be doing feel immediate and urgent, creating a mix of exhilaration…
From GitHub's move to usage-based pricing to Anthropic's reported $900B raise to the White House blocking Mythos's government rollout, this week's stories all point to the same underlying shift — AI…
A new layer of AI infrastructure is emerging as Cursor, OpenAI, Anthropic, and Microsoft all push beyond models into the runtime environments that make agents useful. NLW explains why…
NLW introduces the first AI Lab Power Rankings, comparing OpenAI, Anthropic, Google, Microsoft, Amazon, Meta, xAI, and Apple across compute, enterprise, platforms, models, momentum, and X-factor. The…
The AI discount is ending as agentic usage drives token consumption through the roof, forcing companies from GitHub to Anthropic to rethink pricing, limits, and compute access. NLW breaks down why…
Today's episode connects two stories that look unrelated on the surface — the White House invoking the Defense Production Act around US grid infrastructure, and DeepSeek's long-awaited V4 release.…
A new economic argument suggests AI won’t simply wipe out work, but will shift value toward the parts of the economy where human presence, provenance, care, taste, and relationship matter most. NLW…
GPT 5.5 is here, and the first reactions are split between benchmark dominance, coding debates, Anthropic comparisons, and questions about whether the upgrade will feel dramatic to everyday users.…
This week, Salesforce, OpenAI, Microsoft, and Google all made major moves toward "headless" software — platforms designed for agents rather than human users. The episode explores what this shift…
OpenAI's GPT Image 2 topped the LM Arena leaderboard by a record 242 points, but the real story is how it fits the agentic stack. This episode digs into the image-to-code workflows driving most of…
Apple's incoming CEO John Ternus inherits a company that some say brilliantly sat out the AI spending race and others say completely squandered its advantages. Either way, the biggest question he…
Anthropic dropped Claude Design on Friday — a new design suite built on top of Opus 4.7 that lets users prototype, wireframe, and iterate on visual projects through natural language, inline comments,…
A deep dive into what separates the AI leaders from the laggers, drawing on the recent PwC study, McKinsey's AI Transformation Manifesto, George Sivulka's a16z essay on institutional vs. individual…
In this Operator's Bonus episode, NLW zooms out from the Agent Madness bracket to share the patterns emerging across nearly 100 agent submissions — from the shift toward AI org charts and "markets of…
Anthropic shipped Opus 4.7 and OpenAI shipped a much more ambitious Codex app on the same day. NLW digs into what's actually new in each, why the emerging "monothread" pattern could be the biggest…
Stanford's new AI Index and PwC's annual AI performance study reveal a widening gap — between AI experts and the public, and between corporate leaders capturing 75% of AI's economic gains and…
A wave of updates across Claude Code, Lovable, and Google AI Studio shows how fast agentic coding tools are converging — and why enterprise hardening of vibe coding may be one of the biggest building…
After multiple violent attacks on Sam Altman's home this weekend, the AI world erupted in debate over who bears responsibility — X-risk advocates, the media, or the industry itself. But the research…
Jack Dorsey and Sequoia's Roelof Botha published a sweeping essay arguing that AI can replace the information-routing function of hierarchy itself — and Block is betting the company on it. Today we…
New studies from A16Z, KPMG, Writer, and WalkMe paint a picture of enterprise AI that's simultaneously accelerating and breaking down — agentic deployment has crossed 50%, but trust gaps, employee…
Welcome to episode 179 of the AI for Career Success podcast from Curt Robbins. This educational content is designed to give working professionals who leverage AI as a tool for efficiency and…
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