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<div style="display: none; max-height: 0px; overflow: hidden;">AI-native startups are redefining software by integrating AI into every workflow, unlike big firms gaining only incremental gains </div>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmiro.com%2Fevents%2Fai-reshaping-product-org%2F%3Futm_campaign=glb-26q3-nsp-wp-c3_nap-ai_at_work_report%26utm_source=tldr%26utm_medium=newsletter%26utm_content=hosted%2520event%26src=-tldr_glb/1/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/EoM00wIGICuhiV79sSuUdbobF02rhxwtmrARwT6Q5n4=425"><img src="https://images.tldr.tech/miro.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Miro"></a></td></tr></tbody></table>
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<h1><strong>TLDR Product Management <span id="date">2025-10-07</span></strong></h1>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmiro.com%2Fevents%2Fai-reshaping-product-org%2F%3Futm_campaign=glb-26q3-nsp-wp-c3_nap-ai_at_work_report%26utm_source=tldr%26utm_medium=newsletter%26utm_content=hosted%2520event%26src=-tldr_glb/2/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/xO6Iw_cK9qD59xv6s2nA3v3Ddw6r_DMHfw4-6KDfvAc=425">
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<strong>AI at Work: What Your Teams Wish You Knew (Sponsor)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Miro surveyed 2,000+ engineering, product, and design professionals on AI adoption. The surprising finding? While 75% are optimistic about AI's potential and <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmiro.com%2Fevents%2Fai-reshaping-product-org%2F%3Futm_campaign=glb-26q3-nsp-wp-c3_nap-ai_at_work_report%26utm_source=tldr%26utm_medium=newsletter%26utm_content=hosted%2520event%26src=-tldr_glb/3/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/25xmB9Ns31_K4ceyb_9YjLgaaXy0pM8gGcDsVP2y3ls=425" rel="noopener noreferrer nofollow" target="_blank"><span>twice as likely to feel excited rather than anxious</span></a>, one-third aren't using AI tools at all—with product teams lagging furthest behind.
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<p>The barrier isn't fear or skepticism; it's knowing where to start. Teams succeeding with AI aren't the most technical—they're the ones with <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmiro.com%2Fevents%2Fai-reshaping-product-org%2F%3Futm_campaign=glb-26q3-nsp-wp-c3_nap-ai_at_work_report%26utm_source=tldr%26utm_medium=newsletter%26utm_content=hosted%2520event%26src=-tldr_glb/4/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/Q-ghAyhuxAxPTUosp-7TwnUKJslb3dZdqdlIRBgS5n8=425" rel="noopener noreferrer nofollow" target="_blank"><span>leadership support that makes experimentation feel safe</span></a> rather than risky. The report includes a three-part framework for moving teams from AI curiosity to confidence.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmiro.com%2Fevents%2Fai-reshaping-product-org%2F%3Futm_campaign=glb-26q3-nsp-wp-c3_nap-ai_at_work_report%26utm_source=tldr%26utm_medium=newsletter%26utm_content=hosted%2520event%26src=-tldr_glb/5/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/yXx_t8kC26VGfULR2TyKtjLl49WVSx5LfuPTqsOdpGs=425" rel="noopener noreferrer nofollow" target="_blank"><span>Read the report</span></a>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa16z.com%2Fthe-ai-application-spending-report-where-startup-dollars-really-go%2F%3Futm_source=tldrproduct/1/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/BdlN6LGAiwg0Y1Pmx2SJJBQgQaDr9bGgio3xO4aNuHk=425">
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<strong>The AI Application Spending Report: Where Startup Dollars Really Go (7 minute read)</strong>
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AI-native startups are redefining software by integrating AI into every workflow, unlike big firms gaining only incremental gains. Emerging trends show horizontal dominance, rising “vibe coding,” and consumer-to-enterprise product evolution driving widespread AI adoption.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fstratechery.com%2F2025%2Fsora-ai-bicycles-and-meta-disruption%2F%3Futm_source=tldrproduct/1/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/XNPasgbu18H5jlfT6YhYXCDCZJ2x0pHCpFMkuB_1uGk=425">
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<strong>Sora, AI Bicycles, and Meta Disruption (14 minute read)</strong>
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Sora wins by making creation effortless for everyone, which could upend Instagram's entertainment feed, weaken Meta's attention model, and redefine who gets to be a creator.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.productstate.com%2Fp%2Fmalte-scholtz-on-fixing-misalignment%3Futm_source=tldrproduct/1/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/PXl9ePP6fQO6SJmjrjm8aaE9BvkGXHMO06YAlqD16AA=425">
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<strong>Malte Scholtz on Fixing Misalignment, Mastering AI Fluency, and the Value of Product Ops (4 minute read)</strong>
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Product success depends on alignment built through trust and shared context, not control. As AI automates tasks, PMs must excel in data storytelling, influence, and Product Ops to scale clarity and impact.
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<strong>The difference between iteration and true innovation (4 minute read)</strong>
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Iteration refines what exists. Innovation redefines what's possible. True innovation challenges assumptions, embraces risk, and creates new value, while iteration sustains progress through steady improvement.
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<h1><strong>Resources & Tools</strong></h1>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmetronome.com%2Fblog%2Fthe-rise-of-ai-credits-why-cost-plus-credit-models-work-until-they-dont%3Futm_campaign=hybrid-pricing%26utm_medium=newsletter%26utm_source=tldr-product%26utm_content=secondary/1/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/KRmVPiLfbcfTprMfPtvlZ1uHFLP1hjEubANXNOTO_bc=425">
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<strong>Cost-plus credits models are a quick fix for AI monetization - not the final destination (Sponsor)</strong>
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In cost-plus credit models, customers prepay for credits, which are consumed when they run AI-powered tasks. They're popular with everyone from new startups to players like OpenAI - but they also create <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmetronome.com%2Fblog%2Fthe-rise-of-ai-credits-why-cost-plus-credit-models-work-until-they-dont%3Futm_campaign=hybrid-pricing%26utm_medium=newsletter%26utm_source=tldr-product%26utm_content=secondary/2/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/8b8_8Huli9QZKW8n1msfl8umFSnMVQn9mSJP4iOZME8=425" rel="noopener noreferrer nofollow" target="_blank"><span>misalignment between pricing and customer value</span></a>. Read about the limitations of AI credits (and what comes next) on<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fmetronome.com%2Fblog%2Fthe-rise-of-ai-credits-why-cost-plus-credit-models-work-until-they-dont%3Futm_campaign=hybrid-pricing%26utm_medium=newsletter%26utm_source=tldr-product%26utm_content=secondary/3/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/St_hIzIoqcVzhW2uFD702XMNLapAXWtaqNHKql8Nl38=425" rel="noopener noreferrer nofollow" target="_blank"><span> the Metronome blog.</span></a>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Frefactoring.fm%2Fp%2Fai-and-cognitive-debt%3Futm_source=tldrproduct/1/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/k3iwGX7R0s5RyBzCmb3QOQCOLfopgM_L0A1BVJX4j3I=425">
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<strong>AI & Cognitive Debt (6 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI enhances productivity but risks dulling our cognitive “create mode” by pushing us into passive “review mode.” To stay sharp, outsource knowledge to AI but protect reasoning - use it to learn, not to think for you.
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Faspiringforintelligence.substack.com%2Fp%2Fhighlights-from-the-2025-ia-summit%3Futm_source=tldrproduct/1/01000199be22b3ff-f283787e-6959-4816-ae13-24f220d6cf96-000000/jodFOxHH5DjN0htgNmTZOMxUWtLN32UtKAhkr8BUm7Y=425">
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<strong>Highlights From the 2025 IA Summit (5 minute read)</strong>
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<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI's future is shifting toward agent-first systems, smarter infrastructure, and new human-AI interfaces. Startups and incumbents alike are racing to embed reasoning, context, and adaptability into every workflow.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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AI will own mid-funnel shopping by researching and auto-buying clear SKUs at the best price, pressuring search and affiliate economics, while impulse and big in-person purchases stay largely human. Expect trust-first curation and AI-native tools to reshape pricing, recommendations, and checkout.
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