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    <title>RS Management: notes on AI</title>
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    <description>Notes, breakdowns and how-tos on adopting AI in service businesses. No jargon, with specifics and sources.</description>
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    <lastBuildDate>Tue, 11 Aug 2026 00:00:00 GMT</lastBuildDate>
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      <title>Does AI Recommend Your Company?</title>
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      <description>AI crawlers read company sites far more often than they send a visitor back. What that means, what not to buy and how to measure your own visibility.</description>
      <pubDate>Tue, 11 Aug 2026 00:00:00 GMT</pubDate>
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      <title>Popular AI Repos on GitHub</title>
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      <description>The most popular AI projects on GitHub in August 2026 and what star counts reveal about maturity and what they hide.</description>
      <pubDate>Fri, 07 Aug 2026 00:00:00 GMT</pubDate>
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      <title>The AI Act After 2 August 2026</title>
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      <description>The AI Act after 2 August 2026: which obligations now apply, which moved to December 2027 under Regulation 2026/1744, and what HR teams should do.</description>
      <pubDate>Tue, 04 Aug 2026 00:00:00 GMT</pubDate>
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      <title>Tokens and Context</title>
      <link>https://rsmanagement.ai/en/blog/reduce-llm-costs/</link>
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      <description>Cutting AI running costs: prompt caching, history summarisation, retrieval instead of pasting, model routing and output length caps.</description>
      <pubDate>Tue, 21 Jul 2026 00:00:00 GMT</pubDate>
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      <title>MCP or CLI</title>
      <link>https://rsmanagement.ai/en/blog/mcp-vs-cli-for-ai-agents/</link>
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      <description>How the Model Context Protocol compares with CLI and script integrations: when standardization pays off, when a script is enough, and how to audit calls.</description>
      <pubDate>Tue, 07 Jul 2026 00:00:00 GMT</pubDate>
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      <title>Better Prompting at Work</title>
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      <description>Five parts of a prompt that actually change the output, before and after pairs from everyday office work, and how to iterate when the first answer misses.</description>
      <pubDate>Tue, 23 Jun 2026 00:00:00 GMT</pubDate>
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      <title>Running Models Locally</title>
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      <description>A practical look at hardware tiers for running AI models locally, from laptops to unified-memory machines, and where the case against API breaks down.</description>
      <pubDate>Tue, 09 Jun 2026 00:00:00 GMT</pubDate>
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      <title>How to Read AI Model Benchmarks Without Buying Marketing</title>
      <link>https://rsmanagement.ai/en/blog/how-to-read-ai-benchmarks/</link>
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      <description>Training data contamination, label errors and version variance make model leaderboards misleading. How to build a test set on your own data instead.</description>
      <pubDate>Tue, 26 May 2026 00:00:00 GMT</pubDate>
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      <title>Commercial AI APIs or Open Weights</title>
      <link>https://rsmanagement.ai/en/blog/open-source-vs-commercial-llms/</link>
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      <description>When a commercial API model wins and when open weights win: data confidentiality, cost at scale, quality in non-English languages, version control.</description>
      <pubDate>Tue, 12 May 2026 00:00:00 GMT</pubDate>
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      <title>From POC to Production</title>
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      <description>Most AI proofs of concept never reach production. Five differences that separate a pilot ending in a demo from one that ships.</description>
      <pubDate>Tue, 28 Apr 2026 00:00:00 GMT</pubDate>
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      <title>Chatbots and Voicebots in a Large Organization</title>
      <link>https://rsmanagement.ai/en/blog/enterprise-chatbots-voicebots/</link>
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      <description>What decides whether a chatbot or voicebot works at enterprise scale: knowledge quality, data separation, escalation paths and content upkeep.</description>
      <pubDate>Tue, 14 Apr 2026 00:00:00 GMT</pubDate>
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      <title>The EU AI Act Is Already Law</title>
      <link>https://rsmanagement.ai/en/blog/eu-ai-act-for-leaders/</link>
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      <description>The EU AI Act is already in force. A practical guide for leaders in banking, pharma and energy on what changed, who is liable and where to start preparing.</description>
      <pubDate>Tue, 10 Mar 2026 00:00:00 GMT</pubDate>
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      <title>When One AI Agent Stops Being Enough</title>
      <link>https://rsmanagement.ai/en/blog/agent-swarm/</link>
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      <description>Why a single generalist AI agent breaks down as scope grows, and how a coordinated swarm of specialists restores quality, control and accountability.</description>
      <pubDate>Thu, 26 Feb 2026 00:00:00 GMT</pubDate>
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      <title>Model Routing</title>
      <link>https://rsmanagement.ai/en/blog/model-routing/</link>
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      <description>A practical framework for deciding which AI model should handle which task, based on cost, latency and risk rather than habit.</description>
      <pubDate>Wed, 25 Feb 2026 00:00:00 GMT</pubDate>
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