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			<title>AI BEFORE YOU BUILD · PART 3</title>
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			<title>Marx Would Have Understood ChatGPT</title>
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			<title>Solving Article 12: A Blueprint for Deterministic AI Traceability</title>
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			<title>How Does the Brain Store Facts? Maybe It Doesn’t.</title>
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			<guid><![CDATA[https://provide.ai/month-in-4-papers-april-2026/]]></guid>
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			<title>Month in 4 Papers (April 2026)</title>
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			<guid><![CDATA[https://provide.ai/can-openai-market-itself-out-of-a-mess/]]></guid>
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			<title>Can OpenAI Market Itself Out of A Mess?</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:58:46 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/uae-plans-to-run-50-of-government-on-agentic-ai-within-two-years/]]></guid>
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			<title>UAE Plans to Run 50% of Government on Agentic AI Within Two Years</title>
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			<title>The name i didn’ choose</title>
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			<title>Struggling with Chebyshev Filter Integration in CNN — Any Advice? [R]</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:42:31 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/ai-for-teams-team-in-the-loop/]]></guid>
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			<title>AI for Teams: Team-in-the-Loop</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:35:27 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/most-companies-arent-anywhere-near-ready-for-ai-2/]]></guid>
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			<title>Most Companies Aren&#8217;t Anywhere Near Ready for AI</title>
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			<pubDate><![CDATA[Sun, 03 May 2026 20:24:37 +0000]]></pubDate>
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			<title>Ontology-Driven AI Agents</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:22:50 +0000]]></pubDate>
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			<title>Is DevOps Dead?</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:22:45 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/the-developer-who-knows-ai-will-replace-the-developer-who-doesnt/]]></guid>
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			<title>The Developer Who Knows AI Will Replace the Developer Who Doesn’t</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:20:43 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/the-unified-moment-architecture-of-the-three-pillars/]]></guid>
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			<title>The Unified Moment: Architecture of the Three Pillars</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:17:26 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/this-is-fine-creator-says-ai-startup-stole-his-art/]]></guid>
			<link><![CDATA[https://provide.ai/this-is-fine-creator-says-ai-startup-stole-his-art/]]></link>
			<title>‘This is fine’ creator says AI startup stole his art</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:16:51 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/we-police-the-finite/]]></guid>
			<link><![CDATA[https://provide.ai/we-police-the-finite/]]></link>
			<title>We Police the Finite</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:12:58 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/beyond-heuristics-formally-verifying-ai-generated-infrastructure-with-z3-smt-solvers/]]></guid>
			<link><![CDATA[https://provide.ai/beyond-heuristics-formally-verifying-ai-generated-infrastructure-with-z3-smt-solvers/]]></link>
			<title>Beyond Heuristics: Formally Verifying AI-Generated Infrastructure with Z3 SMT Solvers</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:10:22 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/before-chatgpt-the-2017-openai-emails-are-a-time-capsule-from-the-pre-transformer-agi-race/]]></guid>
			<link><![CDATA[https://provide.ai/before-chatgpt-the-2017-openai-emails-are-a-time-capsule-from-the-pre-transformer-agi-race/]]></link>
			<title>Before ChatGPT: The 2017 OpenAI Emails Are a Time Capsule from the Pre-Transformer AGI Race</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:08:09 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/while-we-were-scrolling-tps-on-trial-florida-voters-betrayed-immigrants-we-pay-the-debt-and-ai/]]></guid>
			<link><![CDATA[https://provide.ai/while-we-were-scrolling-tps-on-trial-florida-voters-betrayed-immigrants-we-pay-the-debt-and-ai/]]></link>
			<title>While We Were Scrolling: TPS on Trial, Florida Voters Betrayed, Immigrants We Pay the Debt, and AI…</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:06:13 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/latest-llms-in-2026-cloud-on-prem-hybrid-comparison-selection-criteria/]]></guid>
			<link><![CDATA[https://provide.ai/latest-llms-in-2026-cloud-on-prem-hybrid-comparison-selection-criteria/]]></link>
			<title>Latest LLMs in 2026: Cloud, On-Prem, Hybrid Comparison / Selection Criteria</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:05:56 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/klarna-replaced-700-workers-with-ai-heres-the-part-nobody-wants-to-admit/]]></guid>
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			<title>Klarna Replaced 700 Workers With AI. Here’s the Part Nobody Wants to Admit</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:03:24 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/i-built-i-jepa-from-scratch-and-it-beat-my-own-mae-with-a-frozen-encoder/]]></guid>
			<link><![CDATA[https://provide.ai/i-built-i-jepa-from-scratch-and-it-beat-my-own-mae-with-a-frozen-encoder/]]></link>
			<title>I Built I-JEPA From Scratch and It Beat My Own MAE — With a Frozen Encoder</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:01:01 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/have-llms-improved-patient-outcomes/]]></guid>
			<link><![CDATA[https://provide.ai/have-llms-improved-patient-outcomes/]]></link>
			<title>Have LLMs improved patient outcomes?</title>
			<pubDate><![CDATA[Sun, 03 May 2026 20:00:14 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/thats-some-dark-shi/]]></guid>
			<link><![CDATA[https://provide.ai/thats-some-dark-shi/]]></link>
			<title>That&#8217;s some dark shi..</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:58:25 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/help-with-personal-mlflow-project-p/]]></guid>
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			<title>Help with personal MLflow project [P]</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:58:11 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/ye-olde-memes/]]></guid>
			<link><![CDATA[https://provide.ai/ye-olde-memes/]]></link>
			<title>Ye Olde Memes</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:50:39 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/geekplus-reports-50-percent-growth-in-americas-as-it-pushes-embodied-intelligence-into-us-warehouse-market/]]></guid>
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			<title>Geekplus reports 50 percent growth in Americas as it pushes embodied intelligence into US warehouse market</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:50:28 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/professors-bold-prediction-ai-could-help-cure-all-diseases-within-a-decade/]]></guid>
			<link><![CDATA[https://provide.ai/professors-bold-prediction-ai-could-help-cure-all-diseases-within-a-decade/]]></link>
			<title>Professor&#8217;s bold prediction: AI could help cure all diseases within a decade</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:49:54 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/prompt-was-colorize-gemini-left-chatgpt-right-of-soviet-actress-irina-kupchenko-1970/]]></guid>
			<link><![CDATA[https://provide.ai/prompt-was-colorize-gemini-left-chatgpt-right-of-soviet-actress-irina-kupchenko-1970/]]></link>
			<title>Prompt was &#8216;colorize&#8217; &#8211; Gemini (left) ChatGPT (right) of Soviet actress Irina Kupchenko 1970</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:49:30 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/i-asked-chatgpt-to-generate-a-916-selfie-from-someone-building-the-cologne-cathedral/]]></guid>
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			<title>I asked ChatGPT to generate a 9:16 selfie from someone building the Cologne Cathedral</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:47:14 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/i-trained-an-ai-to-beat-final-fight-heres-what-happened-p/]]></guid>
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			<pubDate><![CDATA[Sun, 03 May 2026 19:45:37 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/university-professors-disturbed-to-find-their-lectures-chopped-up-into-ai-slop/]]></guid>
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			<title>University Professors Disturbed to Find Their Lectures Chopped Up into AI Slop</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:34:08 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/asu-using-ai-tool-to-create-courses-from-professors-work-without-their/]]></guid>
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			<pubDate><![CDATA[Sun, 03 May 2026 19:33:00 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/writing-the-loss-function-ai-feeds-and-the-engagement-optimizer-2/]]></guid>
			<link><![CDATA[https://provide.ai/writing-the-loss-function-ai-feeds-and-the-engagement-optimizer-2/]]></link>
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			<pubDate><![CDATA[Sun, 03 May 2026 19:32:19 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/locus-robotics-rolls-out-locus-array-for-end-to-end-warehouse-fulfillment/]]></guid>
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			<pubDate><![CDATA[Sun, 03 May 2026 19:27:06 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/dairy-cows-make-their-misery-expensive-but-their-calves-cant/]]></guid>
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			<guid><![CDATA[https://provide.ai/the-paradox-of-medical-ai-implementation/]]></guid>
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			<pubDate><![CDATA[Sun, 03 May 2026 19:16:36 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/one-bash-permission-slipped/]]></guid>
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			<guid><![CDATA[https://provide.ai/nexialism-leaves-theory-behind/]]></guid>
			<link><![CDATA[https://provide.ai/nexialism-leaves-theory-behind/]]></link>
			<title>Nexialism Leaves Theory Behind</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:03:43 +0000]]></pubDate>
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			<title>AI models that consider user&#8217;s feeling are more likely to make errors</title>
			<pubDate><![CDATA[Sun, 03 May 2026 19:02:28 +0000]]></pubDate>
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			<pubDate><![CDATA[Sun, 03 May 2026 19:01:26 +0000]]></pubDate>
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