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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.

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From Competitive Moats to Collaborative Bridges

In the AI era, the strongest products don’t build walls — they build bridges. Here’s why connectivity, not isolation, defines modern defensibility.

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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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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.

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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.

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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.

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When Work Becomes the Practice

Moving beyond the search for meaning to the practice of creating it. A product manager's reflection on making work matter, one sprint at a time.

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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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When to Trust Intuition vs. Metrics

Intuition is a compass, metrics are a map. Here’s how product managers can decide which to trust, depending on the product stage.

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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.

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Treat Your Job Like a Product and Protect Maker Time

Product leaders must treat their job like a product and protect maker time, or risk getting stuck in execution and missing leadership growth.

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The Hidden Cost of UX Friction in Enterprise Systems

Enterprise systems often rely on mandates, not UX. But small friction compounds into real business risk. Here’s why PMs can’t ignore it.

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What Leadership Really Looks Like

Leadership for product managers isn’t about titles. It’s about daily choices—small acts of influence, initiative, empowerment, and courage.

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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.

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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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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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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.