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<div style="display: none; max-height: 0px; overflow: hidden;">AI is expanding our ability to produce work faster than our ability to judge it, creating a growing competence gap around quality </div>
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<h1><strong>TLDR Product Management <span id="date">2026-08-14</span></strong></h1>
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<div style="text-align: center;"><span style="font-size: 36px;">📱</span></div></div>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fitamargilad.com%2Fartificial-competence%2F%3Futm_source=tldrproduct/1/0100019fffbdc9e1-eaa57bd1-e549-4d85-913f-954700769f41-000000/fX7R60Yf4qRB64LA1WLCFoxsG0976ZPpy70FSFwDGrQ=452">
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<strong>The AI Competence/Judgement Gap (8 minute read)</strong>
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AI is expanding our ability to produce work faster than our ability to judge it, creating a growing competence gap around quality, expertise, and accountability.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.antmurphy.me%2Fnewsletter%2Fnobody-actually-prioritising-value%3Futm_source=tldrproduct/1/0100019fffbdc9e1-eaa57bd1-e549-4d85-913f-954700769f41-000000/W4Ljh85YhHDd_vdJzsE4Bhraeu9lddnp6JFt7Wn5oaI=452">
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<strong>Nobody's Actually Prioritising ‘Value' (8 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Product teams cannot meaningfully prioritize on “value” without first defining what matters through strategy and outcomes. Since expected value is ultimately a hypothesis, better prioritization comes from comparing bets based on evidence and confidence in their ability to move the desired outcome.
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<strong>Roadmap decisions rather than dates (7 minute read)</strong>
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As AI reduces implementation bottlenecks, decision speed becomes the real constraint. Teams should roadmap around unresolved decisions, not dates.
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<strong>Landing the plane (8 minute read)</strong>
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The last 10% of a project is often the hardest. Strong leaders protect scope, increase focus, and deliberately guide teams across the finish line.
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<strong>The first agent skills for barcode scanning (Sponsor)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Which flavor of barcode, ID, or label scanning best fits your use case? Scandit's Agent Skills answer that in your team's AI coding tool: describe what you're building ("warehouse picking app on Android"), get a recommendation grounded in 15 years of real integrations, then let the agent build it.<p></p><p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.scandit.com%2Fblog%2Fhow-to-use-scandit-agent-skills%2F%3Futm_source=tldr%26utm_medium=display%26utm_campaign=2026-q3-tldr-product%26utm_content=cta-link/1/0100019fffbdc9e1-eaa57bd1-e549-4d85-913f-954700769f41-000000/fUVxdonnD-Gc0nsDZ9BvM3mjZRoGlMthaLx1F4BR9j8=452" rel="noopener noreferrer nofollow" target="_blank"><span>Try Scandit Agent Skills for free</span></a>
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<strong>Keep Calm and Carry On… With Your Demo (6 minute read)</strong>
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Successful software demos rely on a clear narrative and flexible recovery strategies rather than avoiding surprises. By organizing sprints around user journeys, maintaining lightweight run-of-show notes, preparing recorded demos, troubleshooting safely, and assigning a support partner, presenters can handle unexpected bugs, data issues, or timing gaps smoothly.
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<strong>Spec-driven development: When the spec becomes the product (12 minute read)</strong>
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As AI lowers code generation costs, software development's bottleneck shifts from implementation to intent, coordination, and review. Treat a living, versioned product specification as the source of truth, defining each feature as a delta that systems propagate across product surfaces before generating and verifying code.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<strong>Cutting the Noise (4 minute read)</strong>
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Product teams should simplify before they add. Removing stale processes, meetings, tools, and backlog items creates more space for meaningful work and better decisions.
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<strong>This Essay is 10% AI Generated (8 minute read)</strong>
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As AI writing becomes increasingly convincing, the debate is shifting from writing quality to authorship. People still want to know who shaped and stands behind an idea because authorship provides context, meaning, and a way to evaluate what we read.
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<div style="text-align: center;"><span style="font-size: 36px;">⚡</span></div></div>
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<h1><strong>Quick Links</strong></h1>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fproductpower.substack.com%2Fp%2Fgenerative-media-beyond-the-model%3Futm_source=tldrproduct/1/0100019fffbdc9e1-eaa57bd1-e549-4d85-913f-954700769f41-000000/dFmesdBe3999Q1vOa9cns6JCjrTBYrYQ6PXjJilnTZo=452">
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<strong>Generative Media Beyond the Model Race (2 minute read)</strong>
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The competitive focus of generative media is shifting from individual models to orchestrating specialized systems through agent frameworks and human taste.
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<strong>The top reasons AI stalls inside companies (1 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI adoption is rarely blocked by tools or intelligence.
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