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		<title>Roger Swannell</title>
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		<description><![CDATA[Roger Swannell]]></description>
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			<guid><![CDATA[https://rogerswannell.com/notes/what-happened-after-california-state-university-embraced-ai/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/what-happened-after-california-state-university-embraced-ai/]]></link>
			<title>What happened after California State University embraced AI</title>
			<pubDate><![CDATA[Wed, 03 Jun 2026 21:39:20 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/what-matters-when-anyone-can-build/]]></guid>
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			<title>What Matters When Anyone Can Build</title>
			<pubDate><![CDATA[Wed, 03 Jun 2026 19:59:38 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/ai-job-losses-which-workers-are-most-vulnerable/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/ai-job-losses-which-workers-are-most-vulnerable/]]></link>
			<title>AI job losses: Which workers are most vulnerable</title>
			<pubDate><![CDATA[Wed, 03 Jun 2026 19:58:52 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/the-death-of-the-10-blue-links-navigating-googles-radical-shift-to-ai-search-engine/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/the-death-of-the-10-blue-links-navigating-googles-radical-shift-to-ai-search-engine/]]></link>
			<title>The Death of the 10 Blue Links: Navigating Google’s Radical Shift to AI Search Engine</title>
			<pubDate><![CDATA[Wed, 03 Jun 2026 08:19:50 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/the-economist-braces-for-two-internets-one-for-humans-and-one-for-ai-agents/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/the-economist-braces-for-two-internets-one-for-humans-and-one-for-ai-agents/]]></link>
			<title>The Economist braces for two internets: one for humans and one for AI agents</title>
			<pubDate><![CDATA[Wed, 03 Jun 2026 01:50:16 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/er-thirty-years-on/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/er-thirty-years-on/]]></link>
			<title>ER: thirty years on</title>
			<pubDate><![CDATA[Tue, 02 Jun 2026 22:22:12 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/seven-product-key-performance-indicators/]]></guid>
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			<title>Seven product key performance indicators</title>
			<pubDate><![CDATA[Tue, 02 Jun 2026 18:37:26 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/10-ui-patterns-that-wont-survive-the-ai-shift/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/10-ui-patterns-that-wont-survive-the-ai-shift/]]></link>
			<title>10 UI patterns that won’t survive the AI shift</title>
			<pubDate><![CDATA[Sun, 10 May 2026 20:58:27 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-513/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-513/]]></link>
			<title>Weeknotes 513</title>
			<pubDate><![CDATA[Sat, 30 May 2026 08:20:40 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/product-aikido/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/product-aikido/]]></link>
			<title>Product aikido</title>
			<pubDate><![CDATA[Sat, 23 May 2026 12:13:05 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-512/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-512/]]></link>
			<title>Weeknotes 512</title>
			<pubDate><![CDATA[Sat, 23 May 2026 12:05:46 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-511/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-511/]]></link>
			<title>Weeknotes 511</title>
			<pubDate><![CDATA[Sat, 16 May 2026 10:39:30 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/seven-myths-about-ai-and-productivity-what-the-evidence-really-says/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/seven-myths-about-ai-and-productivity-what-the-evidence-really-says/]]></link>
			<title>Seven Myths about AI and Productivity: What the Evidence Really Says</title>
			<pubDate><![CDATA[Fri, 29 May 2026 16:23:45 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/top-10-change-management-models-a-comparison-guide/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/top-10-change-management-models-a-comparison-guide/]]></link>
			<title>Top 10 change management models: a comparison guide</title>
			<pubDate><![CDATA[Sun, 24 May 2026 21:16:19 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/cognitive-bias-index/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/cognitive-bias-index/]]></link>
			<title>Cognitive Bias Index</title>
			<pubDate><![CDATA[Sun, 10 May 2026 08:27:23 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/instructional-scaffolding/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/instructional-scaffolding/]]></link>
			<title>Instructional scaffolding</title>
			<pubDate><![CDATA[Sat, 09 May 2026 18:09:36 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-510/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-510/]]></link>
			<title>Weeknotes 510</title>
			<pubDate><![CDATA[Sat, 09 May 2026 10:29:21 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/but-were-already-doing-agile/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/but-were-already-doing-agile/]]></link>
			<title>But we&#8217;re already doing&#8230;agile</title>
			<pubDate><![CDATA[Sat, 02 May 2026 20:25:02 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/evidence-review-of-online-choice-architecture-and-consumer-and-competition-harm/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/evidence-review-of-online-choice-architecture-and-consumer-and-competition-harm/]]></link>
			<title>Evidence review of Online Choice Architecture and consumer and competition harm</title>
			<pubDate><![CDATA[Mon, 04 May 2026 21:27:03 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/designing-safe-conversational-ai-the-risks-product-managers-overlook/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/designing-safe-conversational-ai-the-risks-product-managers-overlook/]]></link>
			<title>Designing safe conversational AI: The risks product managers overlook</title>
			<pubDate><![CDATA[Mon, 04 May 2026 16:43:49 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-509/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-509/]]></link>
			<title>Weeknotes 509</title>
			<pubDate><![CDATA[Sat, 02 May 2026 20:01:30 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/best-30-product-management-podcasts/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/best-30-product-management-podcasts/]]></link>
			<title>Best 30 Product Management Podcasts</title>
			<pubDate><![CDATA[Thu, 30 Apr 2026 22:16:56 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/product-roadmaps-how-the-best-product-teams-plan-for-uncertainty/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/product-roadmaps-how-the-best-product-teams-plan-for-uncertainty/]]></link>
			<title>Product Roadmaps: How the Best Product Teams Plan for Uncertainty</title>
			<pubDate><![CDATA[Wed, 29 Apr 2026 05:08:07 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/garbage-can-model-of-decision-making/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/garbage-can-model-of-decision-making/]]></link>
			<title>Garbage Can Model of Decision Making</title>
			<pubDate><![CDATA[Tue, 21 Apr 2026 20:51:50 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/compound-engineering-the-definitive-guide/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/compound-engineering-the-definitive-guide/]]></link>
			<title>Compound Engineering: The Definitive Guide</title>
			<pubDate><![CDATA[Thu, 23 Apr 2026 06:19:37 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/if-you-thought-the-speed-of-writing-code-was-your-problem-you-have-bigger-problems/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/if-you-thought-the-speed-of-writing-code-was-your-problem-you-have-bigger-problems/]]></link>
			<title>If you thought the speed of writing code was your problem &#8211; you have bigger problems</title>
			<pubDate><![CDATA[Sun, 19 Apr 2026 21:25:49 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/the-economics-of-software-teams-why-most-engineering-organizations-are-flying-blind/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/the-economics-of-software-teams-why-most-engineering-organizations-are-flying-blind/]]></link>
			<title>The Economics of Software Teams: Why Most Engineering Organizations Are Flying Blind</title>
			<pubDate><![CDATA[Sun, 19 Apr 2026 21:20:07 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/revisiting-the-iterative-incremental-mona-lisa/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/revisiting-the-iterative-incremental-mona-lisa/]]></link>
			<title>Revisiting the Iterative Incremental Mona Lisa</title>
			<pubDate><![CDATA[Sat, 25 Apr 2026 08:44:13 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-507/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-507/]]></link>
			<title>Weeknotes 507</title>
			<pubDate><![CDATA[Sat, 18 Apr 2026 18:16:39 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/the-secrets-of-better-judgement/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/the-secrets-of-better-judgement/]]></link>
			<title>The secrets of better judgement</title>
			<pubDate><![CDATA[Mon, 20 Apr 2026 20:47:19 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/defining-aggregators/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/defining-aggregators/]]></link>
			<title>Defining Aggregators</title>
			<pubDate><![CDATA[Fri, 17 Apr 2026 22:18:33 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/blog/systems-thinking-for-product-managers/]]></guid>
			<link><![CDATA[https://rogerswannell.com/blog/systems-thinking-for-product-managers/]]></link>
			<title>Systems thinking for product managers</title>
			<pubDate><![CDATA[Wed, 15 Apr 2026 19:59:35 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/context-engineering-why-hayeks-knowledge-problem-survives-ai/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/context-engineering-why-hayeks-knowledge-problem-survives-ai/]]></link>
			<title>Context Engineering: Why Hayek&#8217;s Knowledge Problem Survives AI</title>
			<pubDate><![CDATA[Sun, 05 Apr 2026 07:32:23 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/beyond-burnups-the-different-ways-to-forecast-delivery-and-when-to-use-them/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/beyond-burnups-the-different-ways-to-forecast-delivery-and-when-to-use-them/]]></link>
			<title>Beyond burnups: The different ways to forecast delivery (and when to use them)</title>
			<pubDate><![CDATA[Sat, 28 Mar 2026 18:37:05 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/the-ai-product-builders-canon-the-new-laws-of-building-ai-products/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/the-ai-product-builders-canon-the-new-laws-of-building-ai-products/]]></link>
			<title>The AI Product Builder’s Canon: The New Laws of Building AI Products</title>
			<pubDate><![CDATA[Sat, 28 Mar 2026 17:51:41 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/degree-of-customer-focus-vs-degree-of-standardisation/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/degree-of-customer-focus-vs-degree-of-standardisation/]]></link>
			<title>Degree of customer focus vs degree of standardisation</title>
			<pubDate><![CDATA[Sat, 25 Apr 2026 18:39:12 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-506/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-506/]]></link>
			<title>Weeknotes 506</title>
			<pubDate><![CDATA[Sat, 11 Apr 2026 13:48:15 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/from-spark-to-launch-an-empirical-study-of-how-ai-shapes-organizational-innovation-capability-across-new-product-development-stages/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/from-spark-to-launch-an-empirical-study-of-how-ai-shapes-organizational-innovation-capability-across-new-product-development-stages/]]></link>
			<title>From spark to launch – An empirical study of how AI shapes organizational innovation capability across new product development stages</title>
			<pubDate><![CDATA[Sat, 11 Apr 2026 13:32:26 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/the-product-operating-model-explained/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/the-product-operating-model-explained/]]></link>
			<title>The Product Operating Model Explained</title>
			<pubDate><![CDATA[Sat, 04 Apr 2026 09:16:34 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/from-whitehall-to-whatsapp-the-rise-of-conversational-government/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/from-whitehall-to-whatsapp-the-rise-of-conversational-government/]]></link>
			<title>From Whitehall to WhatsApp: The rise of conversational government</title>
			<pubDate><![CDATA[Sat, 04 Apr 2026 06:14:13 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-505/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-505/]]></link>
			<title>Weeknotes 505</title>
			<pubDate><![CDATA[Fri, 03 Apr 2026 20:01:41 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/blog/digiscot-talk-asynchronous-working-as-part-of-a-learning-culture/]]></guid>
			<link><![CDATA[https://rogerswannell.com/blog/digiscot-talk-asynchronous-working-as-part-of-a-learning-culture/]]></link>
			<title>DigiScot Talk: Asynchronous working as part of a learning culture</title>
			<pubDate><![CDATA[Fri, 03 Apr 2026 18:03:51 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/the-effectiveness-of-triggered-email-marketing-in-addressing-browse-abandonments/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/the-effectiveness-of-triggered-email-marketing-in-addressing-browse-abandonments/]]></link>
			<title>The Effectiveness of Triggered Email Marketing in Addressing Browse Abandonments</title>
			<pubDate><![CDATA[Fri, 03 Apr 2026 17:53:46 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/the-determinants-of-consumers-online-shopping-cart-abandonment/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/the-determinants-of-consumers-online-shopping-cart-abandonment/]]></link>
			<title>The determinants of consumers’ online shopping cart abandonment</title>
			<pubDate><![CDATA[Fri, 03 Apr 2026 17:52:46 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-504/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-504/]]></link>
			<title>Weeknotes 504</title>
			<pubDate><![CDATA[Sat, 28 Mar 2026 15:05:51 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/whats-the-difference-between-a-topology-an-ontology-and-a-taxonomy/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/whats-the-difference-between-a-topology-an-ontology-and-a-taxonomy/]]></link>
			<title>What&#8217;s the difference between a topology, an ontology and a taxonomy</title>
			<pubDate><![CDATA[Sat, 28 Mar 2026 14:43:25 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-508/]]></guid>
			<link><![CDATA[https://rogerswannell.com/weeknotes/weeknotes-508/]]></link>
			<title>Weeknotes 508</title>
			<pubDate><![CDATA[Sat, 25 Apr 2026 11:10:50 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/ai-search-playbook/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/ai-search-playbook/]]></link>
			<title>AI search playbook</title>
			<pubDate><![CDATA[Sat, 28 Mar 2026 10:55:32 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/notes/product-management-on-the-ai-exponential/]]></guid>
			<link><![CDATA[https://rogerswannell.com/notes/product-management-on-the-ai-exponential/]]></link>
			<title>Product management on the AI exponential</title>
			<pubDate><![CDATA[Sat, 21 Mar 2026 10:48:03 +0000]]></pubDate>
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			<guid><![CDATA[https://rogerswannell.com/]]></guid>
			<link><![CDATA[https://rogerswannell.com/]]></link>
			<pubDate><![CDATA[Fri, 03 Apr 2026 19:48:30 +0000]]></pubDate>
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