Quick Thought
ChatGPT Is Becoming the Interface
Sam Altman outlines how OpenAI plans to turn ChatGPT into the internet’s next interface, powered by apps, commerce, and global infrastructure growth.
AI & Innovation Archive
50 posts about ai & innovation.
Showing posts 1-40 of 50
Quick Thought
Notes on the Modern Product Leader’s Playbook
Notes on strategy, speed, and why modern product leadership is a leverage game.
Article
How I Scaled My Blog Archive with AI
How I built a scalable, AI-powered blog archive by learning GenAI coding constructs and focusing on product thinking, not syntax.
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OpenAI’s App Store Moment and the Future of Product Boundaries
OpenAI’s new ChatGPT app store redefines how users interact with products — shifting from interfaces to intent.
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The Feedback Loop Fallacy in AI Products
AI feedback loops can lie. Learn why engagement metrics fail and how product managers can rebuild truth-centered measurement systems.
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Thinking Through Agentic Loops
Exploring how agentic loops extend feedback loops by adding autonomy, iteration, and goal-directed action in systems and AI.
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The Shift from SEO to AEO Is Redefining Visibility Online
The rise of answer engine optimization (AEO) marks a shift from SEO. Visibility in AI-driven answers is now the key to discovery.
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Sora 2 Changes the Video Play
Sora 2 pushes AI video into mainstream use. Here’s what it enables now, who gets disrupted, and why B2B teams should pay attention.
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AI Platforms as the New Distribution Layer
OpenAI’s Instant Checkout turns ChatGPT into a commerce channel. Here’s what product managers need to know about AI-native distribution.
Article
The Factory Robot for Apps
Cloudflare’s VibeSDK acts like a factory robot for apps. It turns plain language into live software while teams stay focused on customer value.
Quick Thought
Level Up or Get Left Behind by AI
Walmart and Accenture show why AI is an existential risk for workers who don’t adapt, but also a chance to reinvent work for the better.
Article
Rethinking Product, Market, Channel, and Model for AI Era
How Brian Balfour’s Four Fits framework has been updated for the AI era, and what product leaders can learn from the shift.
Quick Thought
From Architect to Gardner to Orchestrator: The AI-era Product Leader
How AI transforms product leadership from building to conducting. The rise of the Orchestrator mindset in product management.
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What a Gigawatt of AI Really Means
What a gigawatt of AI really means, and how abundant intelligence could reshape technology, healthcare, and society.
Article
From Product-Led to Product-Agentic Growth in B2B
Product-Agentic Growth reframes how B2B software must evolve: AI agents doing work for users, reshaping PLG with autonomous workflows, predictive expansion, and real ROI.
Article
The Massive AI Opportunity Hiding on Your Home Screen
Most 'AI products' aren't AI-native. Use the Home Screen Test to spot the billion-dollar opportunities hiding in plain sight.
Quick Thought
Platform vs Product: The AI Era Convergence
AI is collapsing the line between platforms and products. The winners will master both, balancing ecosystems and user experiences.
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Atlassian's Browser Move
Atlassian’s $610M bet on The Browser Company is bold. Here’s why it makes sense, and the big risks that could derail it.
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AEO is the New SEO?
A quick look at Answer Engine Optimization (AEO), why it matters for both consumers and businesses, and how it differs from SEO.
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The Limit of Metrics
Metrics measure the present, but intuition imagines the future. Here’s why great product managers need both — and how to define intuition.
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Apple’s Sugar Water Trap
Apple’s iPhone 17 shows the sugar water trap risk as AI reshapes tech. A lesson for product managers on balancing incremental progress with bold bets.
Article
Learning How to Learn Is Your Real Superpower
Learning how to learn is the real superpower for product managers. It’s not about speed, but reinvention, adaptability, and enjoying the process.
Quick Thought
Claude Now Builds Spreadsheets and Documents
Claude now generates real files—Excel, Word, PowerPoint, and PDFs—from prompts.
Article
GTM Playbook for Feature Products in the Platform and AI Era
A GTM playbook for feature products competing with platforms in the AI era, focused on delight, speed, and switching costs before the bundle arrives.
Article
APIs are the Strategic Foundation for Agentic AI and Beyond
APIs are not small. They are the backbone of digital growth and the foundation of agentic AI and MCP orchestration.
Quick Thought
OpenAI’s GPT-realtime Brings a Step Forward in Voice AI
OpenAI’s GPT-realtime unifies voice AI into a single model. See why its technical leap and early adopters make this the moment voice AI goes mainstream.
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The Token Squeeze is Real
AI isn’t getting cheaper. Token demand is exploding, and flat-rate subscriptions are doomed. What pricing models can survive the squeeze?
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When AI Bots Rule the Web
AI crawlers dominate web traffic, but most don’t send users back. Here’s what product managers need to know about training bots, referrals, and strategy.
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Nano Banana and the Future of AI Image Editing
Google’s Nano Banana is redefining AI image editing. Here’s what it means for creativity, platforms, and trust in the digital age.
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AI in Product Management
AI is moving fast in product management, from PRDs to prototypes. Here’s what research shows, what’s missing, and how PMs can lead.
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Agentic Browsers Meet Their Hardest Test: Security
Agentic browsers face significant security risks, such as prompt injection, but early defenses demonstrate why security will be the true differentiator.
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Product Culture Is Your Real Operating System
Strong product culture drives better decisions, innovation, and outcomes. Leaders shape it daily through hiring, rituals, and behaviors.
Article
The Big Squeeze in B2B and the Challenge of Lasting Defensibility
In B2B, escape velocity isn’t enough. Startups must turn rapid distribution into lasting defensibility before incumbents close the window.
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Curiosity Beats Tenure in the Age of AI
Junior developers’ curiosity and adaptability make them the most AI-native talent. Cutting them now risks weakening future innovation.
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Agentic AI Needs APIs to Act
Agentic AI can reason, but it needs APIs to act. APIs are the execution layer that makes AI autonomy real.
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No New Ideas in AI? The Power and Limits of Data
A critique of the idea that AI progress is only about data, exploring the role of algorithms and human creativity alongside new datasets.
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Observability Now Includes Watching AI
AI observability means monitoring accuracy, drift, and hallucinations, not just uptime. PMs must treat it as a core product feature.
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Why Empathy, Not IQ, Defines Success in the AI Age
Empathy and critical thinking—not IQ—are the keys to thriving as a product leader in the AI era.
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Build, Buy, or AI-Build
Vibe-coding opens a new AI-build path, but Marty Cagan’s point on business rules shows its limits. Can AI ever capture this hidden and complex logic?
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Vibe-Coding Is Early But Already Changing SaaS
Vibe-coding is still early, but already empowers non-technical builders while pressuring SaaS vendors to deliver leverage beyond features.