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  <title>Manifesto AI</title>
  <description>Professional AI news, model releases, and operator briefings from Manifesto. The publication that leads into Manifesto Agency.</description>
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  <lastBuildDate>Tue, 18 Aug 2026 23:19:38 GMT</lastBuildDate>

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    <title>Model Release Watch: What Changed This Week</title>
    <description>A concise scan of model updates, product changes, and platform signals worth watching before you rebuild your workflow.</description>
    <link>https://manifestoai.com/news/model-release-watch</link>
    <guid>https://manifestoai.com/news/model-release-watch</guid>
    <pubDate>Thu, 25 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>The Operator Stack Is Moving Toward Review Queues</title>
    <description>Teams are standardizing approval states, draft queues, and human signoff as AI output becomes part of daily operations.</description>
    <link>https://manifestoai.com/news/operator-stack-shift</link>
    <guid>https://manifestoai.com/news/operator-stack-shift</guid>
    <pubDate>Wed, 24 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>Creative AI Workflows Are Getting Less Prompt-Centric</title>
    <description>Studios are replacing one-off prompt libraries with reusable direction systems, references, and asset review rituals.</description>
    <link>https://manifestoai.com/news/creative-workflows-mature</link>
    <guid>https://manifestoai.com/news/creative-workflows-mature</guid>
    <pubDate>Tue, 23 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>Start Here: How to Read AI Model News Without Getting Lost</title>
    <description>A beginner map for understanding model launches, benchmarks, context windows, agents, and what actually matters.</description>
    <link>https://manifestoai.com/guides/start-here-ai-models</link>
    <guid>https://manifestoai.com/guides/start-here-ai-models</guid>
    <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>How to Choose Your First Useful AI Workflow</title>
    <description>A practical guide for new readers who want one repeatable workflow before they chase every new tool.</description>
    <link>https://manifestoai.com/guides/choose-first-ai-workflow</link>
    <guid>https://manifestoai.com/guides/choose-first-ai-workflow</guid>
    <pubDate>Fri, 19 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>Agent vs Automation: The Difference That Matters</title>
    <description>A plain-English explainer for deciding when you need a workflow, a script, or an agent with memory and tools.</description>
    <link>https://manifestoai.com/guides/agent-vs-automation</link>
    <guid>https://manifestoai.com/guides/agent-vs-automation</guid>
    <pubDate>Thu, 18 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>How to decide if a model update is real</title>
    <description>A four-question filter: Claim → Proof → Workflow → Risk. Change your workflow only when it matters.</description>
    <link>https://manifestoai.com/explainers/ai-news-filter</link>
    <guid>https://manifestoai.com/explainers/ai-news-filter</guid>
    <pubDate>Wed, 17 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>When longer context helps—and when it hurts</title>
    <description>More tokens are not automatically better. Use the full window only when the whole history matters.</description>
    <link>https://manifestoai.com/explainers/context-window-trap</link>
    <guid>https://manifestoai.com/explainers/context-window-trap</guid>
    <pubDate>Tue, 16 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>Keep a human in the loop without slowing everything down</title>
    <description>Agents can research and draft. People should still own risk. Signal → Draft → Review → Ship.</description>
    <link>https://manifestoai.com/explainers/human-review-loop</link>
    <guid>https://manifestoai.com/explainers/human-review-loop</guid>
    <pubDate>Mon, 15 Jun 2026 00:00:00 GMT</pubDate>
  </item>
  <item>
    <title>Gemini’s Long-Context Push Is Changing How Operator Teams Write Internal Playbooks</title>
    <description>Long context only matters when it changes team behavior. Operator teams are treating Gemini as working memory for briefs and policy.</description>
    <link>https://manifestoai.com/journal/gemini-context-operators</link>
    <guid>https://manifestoai.com/journal/gemini-context-operators</guid>
    <pubDate>Wed, 24 Jun 2026 00:00:00 GMT</pubDate>
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