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      <title>From YouTube to Execution: How GUIDE Teaches AI Agents to Actually Use Software</title>
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      <description>A new framework turns messy web tutorials into structured knowledge that fixes how AI agents actually use software.</description>
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      <title>When Images Pretend to Be Interfaces: Stress‑Testing Generative Models as GUI Environments</title>
      <link>https://cognaptus.com/blog/2026-02-09-when-images-pretend-to-be-interfaces-stresstesting-generative-models-as-gui-environments/</link>
      <pubDate>Mon, 09 Feb 2026 00:00:00 +0000</pubDate>
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      <description>Why beautiful screenshots are not enough—and what GEBench reveals about the real limits of generative GUIs.</description>
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      <title>Snapshot, Then Solve: InfraMind’s Playbook for Mission‑Critical GUI Automation</title>
      <link>https://cognaptus.com/blog/2025-10-01-snapshot-then-solve-inframinds-playbook-for-missioncritical-gui-automation/</link>
      <pubDate>Wed, 01 Oct 2025 00:00:00 +0000</pubDate>
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      <description>InfraMind turns GUI agents from click‑and‑pray into plan‑and‑prove: snapshot‑driven exploration, memory‑driven planning, robust state ID, on‑prem distillation, and layered safety for DCIM‑class systems.</description>
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      <title>From Sparse to Smart: How PROGRM Elevates GUI Agent Training</title>
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      <pubDate>Mon, 26 May 2025 00:00:00 +0000</pubDate>
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      <description>A deep dive into PROGRM, a novel progress-based reward model that transforms reinforcement learning for GUI agents by delivering fine-grained, actionable feedback.</description>
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