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			<title>Why can&#8217;t human editors identify AI?</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:57:42 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/ui-automata-windows-desktop-automation-for-ai-agents/]]></guid>
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			<title>UI Automata – Windows Desktop Automation for AI Agents</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:51:53 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/autoagent-letting-an-ai-agent-improve-its-own-agent-harness-overnight/]]></guid>
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			<title>AutoAgent: Letting an AI Agent Improve Its Own Agent Harness Overnight</title>
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			<guid><![CDATA[https://provide.ai/a-fun-survey-to-look-at-how-consumers-perceive-the-use-of-ai-in-fashion-brand-marketing-all-ages-all-genders/]]></guid>
			<link><![CDATA[https://provide.ai/a-fun-survey-to-look-at-how-consumers-perceive-the-use-of-ai-in-fashion-brand-marketing-all-ages-all-genders/]]></link>
			<title>a fun survey to look at how consumers perceive the use of AI in fashion brand marketing. (all ages, all genders)</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:49:45 +0000]]></pubDate>
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			<title>&quot;Cognitive surrender&quot; leads AI users to abandon logical thinking, research finds</title>
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			<title>&quot;Cognitive surrender&quot; leads AI users to abandon logical thinking, research finds</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:49:08 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/microsafe-rl-deterministic-1-18-mu-s-safety-layer-for-edge-ai-on-mcus/]]></guid>
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			<title>MicroSafe-RL – Deterministic $1.18 \mu s$ safety layer for Edge AI on MCUs</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:48:23 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/elevated-errors-on-claude-ai/]]></guid>
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			<title>Elevated Errors on Claude.ai</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:47:03 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/ai-changed-nvidia-chip-design-video/]]></guid>
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			<title>AI changed Nvidia chip design [video]</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:46:41 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/ai-removed-all-the-tedium-at-work-so-why-am-i-so-exhausted/]]></guid>
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			<title>AI Removed All the Tedium at Work. So Why Am I So Exhausted?</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:45:15 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/the-state-of-ai-agent-abuse-what-api-logs-look-like-in-2026/]]></guid>
			<link><![CDATA[https://provide.ai/the-state-of-ai-agent-abuse-what-api-logs-look-like-in-2026/]]></link>
			<title>The State of AI Agent Abuse: What API Logs Look Like in 2026</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:42:12 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/you-cannot-procure-your-way-to-ai-act-compliance/]]></guid>
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			<title>You Cannot Procure Your Way to AI Act Compliance</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:41:45 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://provide.ai/the-self-help-scam-is-dead-why-your-2026-career-requires-a-value-engine-not-a-bubble-bath/]]></guid>
			<link><![CDATA[https://provide.ai/the-self-help-scam-is-dead-why-your-2026-career-requires-a-value-engine-not-a-bubble-bath/]]></link>
			<title>The “Self-Help” Scam is Dead: Why Your 2026 Career Requires a “Value-Engine,” Not a Bubble Bath.</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:37:22 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/my-30-day-ai-deep-dive-cost-500-heres-every-lesson/]]></guid>
			<link><![CDATA[https://provide.ai/my-30-day-ai-deep-dive-cost-500-heres-every-lesson/]]></link>
			<title>My 30-Day AI Deep Dive Cost $500 — Here’s Every Lesson</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:36:12 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/would-you-believe-im-using-an-ai-to-detox-from-ai/]]></guid>
			<link><![CDATA[https://provide.ai/would-you-believe-im-using-an-ai-to-detox-from-ai/]]></link>
			<title>Would You Believe I’m Using an AI to Detox from AI?</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:35:32 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/show-hn-mcp-2000-browser-based-drum-machine-with-ai-generated-sounds/]]></guid>
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			<title>Show HN: MCP 2000 – Browser-based drum machine with AI-generated sounds</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:35:08 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/part-of-speech-pos-tagging-teaching-machines-the-grammar-of-text/]]></guid>
			<link><![CDATA[https://provide.ai/part-of-speech-pos-tagging-teaching-machines-the-grammar-of-text/]]></link>
			<title>Part-of-Speech (POS) Tagging: Teaching Machines the Grammar of Text</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:34:43 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/top-stories-from-newbits-digest/]]></guid>
			<link><![CDATA[https://provide.ai/top-stories-from-newbits-digest/]]></link>
			<title>Top Stories from NewBits Digest</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:33:31 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://provide.ai/decision-governance-architecture-a-missing-layer-in-agent-governance/]]></guid>
			<link><![CDATA[https://provide.ai/decision-governance-architecture-a-missing-layer-in-agent-governance/]]></link>
			<title>Decision Governance Architecture: A Missing Layer in Agent Governance</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:32:37 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/understanding-ai/]]></guid>
			<link><![CDATA[https://provide.ai/understanding-ai/]]></link>
			<title>Understanding AI</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:31:06 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/while-you-were-running-ai-pilots-anthropic-wrote-the-operating-system-for-the-post-saas-era/]]></guid>
			<link><![CDATA[https://provide.ai/while-you-were-running-ai-pilots-anthropic-wrote-the-operating-system-for-the-post-saas-era/]]></link>
			<title>While You Were Running AI Pilots, Anthropic Wrote the Operating System for the Post-SaaS Era</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:31:01 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/how-to-start-a-content-creation-agency-using-only-ai/]]></guid>
			<link><![CDATA[https://provide.ai/how-to-start-a-content-creation-agency-using-only-ai/]]></link>
			<title>How to Start a Content Creation Agency Using Only AI</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:29:49 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/if-ai-wrote-a-diary-about-humans-this-is-what-it-would-say/]]></guid>
			<link><![CDATA[https://provide.ai/if-ai-wrote-a-diary-about-humans-this-is-what-it-would-say/]]></link>
			<title>If AI Wrote a Diary About Humans… This Is What It Would Say</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:26:40 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/an-educating-robot-in-the-white-house/]]></guid>
			<link><![CDATA[https://provide.ai/an-educating-robot-in-the-white-house/]]></link>
			<title>An Educating Robot in the White House?</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:26:21 +0000]]></pubDate>
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					<item>
			<guid><![CDATA[https://provide.ai/tutorial-on-running-a-i-locally-so-you-can-cancel-subscriptions-and-still-use-it/]]></guid>
			<link><![CDATA[https://provide.ai/tutorial-on-running-a-i-locally-so-you-can-cancel-subscriptions-and-still-use-it/]]></link>
			<title>Tutorial on Running A.I. Locally So You Can Cancel Subscriptions and Still Use It</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:26:04 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/gemma-4-just-changed-the-open-model-race-and-most-developers-havent-realized-it-yet/]]></guid>
			<link><![CDATA[https://provide.ai/gemma-4-just-changed-the-open-model-race-and-most-developers-havent-realized-it-yet/]]></link>
			<title>Gemma 4 Just Changed the Open-Model Race And Most Developers Haven’t Realized It Yet</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:25:23 +0000]]></pubDate>
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			<guid><![CDATA[https://provide.ai/what-it-takes-to-build-an-agentic-qa-system-that-actually-works/]]></guid>
			<link><![CDATA[https://provide.ai/what-it-takes-to-build-an-agentic-qa-system-that-actually-works/]]></link>
			<title>What It Takes to Build an Agentic QA System That Actually Works</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:25:07 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/python-list/]]></guid>
			<link><![CDATA[https://provide.ai/python-list/]]></link>
			<title>Python-List()</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:22:57 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/understanding-nlp-token-classification-tasks-ner-pos-tagging-chunking-explained-2/]]></guid>
			<link><![CDATA[https://provide.ai/understanding-nlp-token-classification-tasks-ner-pos-tagging-chunking-explained-2/]]></link>
			<title>Understanding NLP Token Classification Tasks (NER, POS Tagging &amp; Chunking Explained)</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:22:23 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/admissibility-why-a-strong-result-still-may-not-be-real/]]></guid>
			<link><![CDATA[https://provide.ai/admissibility-why-a-strong-result-still-may-not-be-real/]]></link>
			<title>Admissibility: Why a Strong Result Still May Not Be Real</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:22:20 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/why-we-stopped-using-the-premium-model/]]></guid>
			<link><![CDATA[https://provide.ai/why-we-stopped-using-the-premium-model/]]></link>
			<title>Why We Stopped Using the Premium Model</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:21:06 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/the-router-planner-pattern-architecture-behind-reliable-multi-agent-ai-systems/]]></guid>
			<link><![CDATA[https://provide.ai/the-router-planner-pattern-architecture-behind-reliable-multi-agent-ai-systems/]]></link>
			<title>The Router-Planner Pattern: Architecture Behind Reliable Multi-Agent AI Systems</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:18:05 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/open-source-lawyers-and-ai/]]></guid>
			<link><![CDATA[https://provide.ai/open-source-lawyers-and-ai/]]></link>
			<title>Open Source Lawyers and AI</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:16:20 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/cowardice-of-the-ai-plagiarist-writers-risk-becoming-ventriloquists-dummies/]]></guid>
			<link><![CDATA[https://provide.ai/cowardice-of-the-ai-plagiarist-writers-risk-becoming-ventriloquists-dummies/]]></link>
			<title>Cowardice of the AI plagiarist: Writers risk becoming ventriloquist&#8217;s dummies</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:15:19 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/i-built-a-project-management-tool-where-ai-agents-are-actual-team-members/]]></guid>
			<link><![CDATA[https://provide.ai/i-built-a-project-management-tool-where-ai-agents-are-actual-team-members/]]></link>
			<title>I built a project management tool where AI agents are actual team members</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:08:58 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/we-arent-even-close-to-agi/]]></guid>
			<link><![CDATA[https://provide.ai/we-arent-even-close-to-agi/]]></link>
			<title>We aren’t even close to AGI</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:01:21 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/stop-editing-ai-slop-manually-free-guide-inside/]]></guid>
			<link><![CDATA[https://provide.ai/stop-editing-ai-slop-manually-free-guide-inside/]]></link>
			<title>Stop editing AI slop manually (free guide inside)</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 15:01:05 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/i-shipped-a-productivity-saas-in-30-days-as-a-solo-dev-what-ai-changed/]]></guid>
			<link><![CDATA[https://provide.ai/i-shipped-a-productivity-saas-in-30-days-as-a-solo-dev-what-ai-changed/]]></link>
			<title>I shipped a productivity SaaS in 30 days as a solo dev what AI changed</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:59:09 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/has-anyone-tried-meow-for-agent-bank-accounts/]]></guid>
			<link><![CDATA[https://provide.ai/has-anyone-tried-meow-for-agent-bank-accounts/]]></link>
			<title>Has anyone tried Meow for agent bank accounts?</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:57:47 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/show-hn-give-your-ai-coding-assistant-persistent-semantic-memory/]]></guid>
			<link><![CDATA[https://provide.ai/show-hn-give-your-ai-coding-assistant-persistent-semantic-memory/]]></link>
			<title>Show HN: Give your AI coding assistant persistent, semantic memory</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:56:20 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/what-if-your-ai-remembered-and-learned-from-its-mistakes/]]></guid>
			<link><![CDATA[https://provide.ai/what-if-your-ai-remembered-and-learned-from-its-mistakes/]]></link>
			<title>What if your AI remembered and learned from its mistakes?</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:49:00 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/heres-how-i-talk-to-my-chatgpt-from-a-windows-98-desktop/]]></guid>
			<link><![CDATA[https://provide.ai/heres-how-i-talk-to-my-chatgpt-from-a-windows-98-desktop/]]></link>
			<title>Here&#8217;s how I talk to my ChatGPT from a Windows 98 desktop</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:47:36 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/when-does-human-control-become-ineffective-in-advanced-ai-systems/]]></guid>
			<link><![CDATA[https://provide.ai/when-does-human-control-become-ineffective-in-advanced-ai-systems/]]></link>
			<title>When does human control become ineffective in advanced AI systems?</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:46:19 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/the-economics-of-generative-ai-two-years-later/]]></guid>
			<link><![CDATA[https://provide.ai/the-economics-of-generative-ai-two-years-later/]]></link>
			<title>The Economics of Generative AI: Two Years Later</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:45:44 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/connecting-mcp-servers-to-amazon-bedrock-agentcore-gateway-using-authorization-code-flow/]]></guid>
			<link><![CDATA[https://provide.ai/connecting-mcp-servers-to-amazon-bedrock-agentcore-gateway-using-authorization-code-flow/]]></link>
			<title>Connecting MCP servers to Amazon Bedrock AgentCore Gateway using Authorization Code flow</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:41:46 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/show-hn-ai-agent-that-edits-videos-from-natural-language-commands/]]></guid>
			<link><![CDATA[https://provide.ai/show-hn-ai-agent-that-edits-videos-from-natural-language-commands/]]></link>
			<title>Show HN: AI agent that edits videos from natural language commands</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:41:19 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/the-federal-government-is-rushing-toward-ai-three-cautionary-tales/]]></guid>
			<link><![CDATA[https://provide.ai/the-federal-government-is-rushing-toward-ai-three-cautionary-tales/]]></link>
			<title>The Federal Government Is Rushing Toward AI: Three Cautionary Tales</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:31:48 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/startup-battlefield-200-applications-open-a-chance-for-vc-access-techcrunch-coverage-and-100k-2/]]></guid>
			<link><![CDATA[https://provide.ai/startup-battlefield-200-applications-open-a-chance-for-vc-access-techcrunch-coverage-and-100k-2/]]></link>
			<title>Startup Battlefield 200 applications open: A chance for VC access, TechCrunch coverage, and $100K</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:30:00 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/startup-battlefield-200-applications-open-a-chance-for-vc-access-techcrunch-coverage-and-100k/]]></guid>
			<link><![CDATA[https://provide.ai/startup-battlefield-200-applications-open-a-chance-for-vc-access-techcrunch-coverage-and-100k/]]></link>
			<title>Startup Battlefield 200 applications open: A chance for VC access, TechCrunch coverage, and $100K</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:30:00 +0000]]></pubDate>
		</item>
					<item>
			<guid><![CDATA[https://provide.ai/ai-inference-cost-crisis-2026-why-your-ai-bill-is-exploding/]]></guid>
			<link><![CDATA[https://provide.ai/ai-inference-cost-crisis-2026-why-your-ai-bill-is-exploding/]]></link>
			<title>AI Inference Cost Crisis 2026: Why Your AI Bill Is Exploding</title>
			<pubDate><![CDATA[Mon, 06 Apr 2026 14:29:26 +0000]]></pubDate>
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