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    <title>Fallback on Programmer.ie: Modern AI programming</title>
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      <title>When Local Is Not Available</title>
      <link>http://programmer.ie/books/browser-ai-from-first-principles/15-chapter/</link>
      <pubDate>Wed, 02 Sep 2026 16:30:00 +0100</pubDate>
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      <description>&lt;p&gt;A browser-native AI feature cannot assume that its preferred local capability exists everywhere.&lt;/p&gt;&#xA;&lt;p&gt;The API may be absent. Hardware may be ineligible. A language pair may be unsupported. Model assets may need acquisition. Session options may be rejected. Storage pressure or a browser update may change a state that worked yesterday.&lt;/p&gt;&#xA;&lt;p&gt;Reliability begins by treating local availability as a runtime condition, not an installation promise.&lt;/p&gt;&#xA;&lt;hr&gt;&#xA;&lt;h2 id=&#34;1-unavailable-is-not-one-state&#34;&gt;1. Unavailable is not one state&lt;/h2&gt;&#xA;&lt;p&gt;A useful feature distinguishes:&lt;/p&gt;</description>
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