Every two weeks, we dive into the vast ocean of product content online, both free and paid. We sift through it all to bring you the crème de la crème. Our round-up includes carefully curated links and concise excerpts from top content.
This week’s highlights feature:
Top 3 Long-Form Articles/Podcasts
Top 4 Tweets
Top 4 LinkedIn Posts or Short Videos
Our expert product team has selected these resources to help you save thousands of dollars on unnecessary subscriptions, avoid wasting time reading instead of taking action, and save years following the wrong advice. Our mission is to introduce you to brilliant product thinkers, whether they’re renowned experts or emerging voices.
Top Long-Form Content
Resisting Cognitive Surrender: Are You Using AI or Letting It Think For You?
What we liked: Turns Tony Fadell's "don't cognitively surrender" line into an actual decision framework — stakes, reversibility, and "what ability would I stop practicing" — instead of just moralizing about AI dependence.
Choice quote: "Presence is not quite the same as participation."
You Cannot Govern What You Cannot Evaluate
What we liked: Concrete, buildable structure (evaluation contracts, four evaluation dimensions, "the evaluator also needs evaluation") for anyone shipping GenAI features who's tired of vibes-based QA.
Choice quote: "A metric with no threshold is just a number. A threshold with no owner is just a dashboard."
Stop Calling It "Going Rogue." The Model Did Exactly What You Asked.
What we liked: Reframes "alignment failure" as a specification problem product teams actually own, rather than a mysterious AI behavior nobody could have foreseen. Worth noting this piece discusses real cases involving teen suicide in the course of making its argument — handle with care if excerpting for the newsletter.
Choice quote: "The system went exactly where the specification pointed, and the specification was wrong."
Top Tweets
The Principal-Agent vs. Agents Problem
What we liked: A clean piece of original economic reasoning about why "AI adoption" metrics can be deeply misleading, from someone who's spent a career studying platform incentives.
Choice quote: "AI can make the agent lazier. AI can make the principal richer. The trillion-dollar question is whether it can do both."
It's Time to Take AI Security Personally
What we liked: An immediately actionable warning. This is real now.
Choice quote: "Assume if things can be found on the open internet, they will be found."
From Model Wars to Ecosystem Wars
What we liked: A useful competitive-landscape snapshot for anyone building a product roadmap that depends on which foundation model layer actually holds the moat.
Choice quote: “Models are becoming infrastructure, not products. The winners will own the loop, not just the leaderboard.”
Claude Just Ended the Era of Unprovable AI Writing
What we liked: Goes past the news itself to the actual product and behavioral implications — what changes for users once AI text ships "pre-confessed."
Choice quote: "AI text used to be innocent until proven guilty. Now it ships pre-confessed."
Top LinkedIn Posts & Short Videos
The Ninth Circuit Didn't Clear the AI. It Cleared the AI Company.
What we liked: Shows where liability currently lives for agentic behaviors.
Choice quote: "It is the user who 'accesses' Amazon's computers, with the help of the Assistant to carry out specific acts."
My AI Prompts Used to Take Seconds. Now Some Take 35 Minutes.
What we liked: Presents the beginnings of the question about whether the future user is a human, or another agent.
Choice quote: "Copy written to persuade a human and structure built for an agent to parse are not the same job."
Your AI Product Is Scaling. So Is the Cost of Every Click.
What we liked: An underdiscussed angle for AI-first PMs — most roadmap conversations are about capability, not the margin structure underneath it.
Choice quote: "Your provider prices in tokens. Your P&L lives in outcomes."
Stop Thinking in Prompts or Loops. It's Time to Think in Graphs.
What we liked: Attempts to define the push beyond prompts to loops to graphs. Doesn’t nail it, but gets is moving in the right direction.
Choice quote: "You can almost think of graph engineering as the evolution of prompt engineering."
This article is brought to you by Productboard
Trusted by the world’s best product teams, Productboard turns customer needs into high-impact strategy in one end-to-end platform. With Productboard Spark, you can go from raw idea to polished product brief in seconds using AI that already understands your business.
See how Productboard Spark can help your product teams ship faster →


