http://programmer.ie/tags/task-completion/ Recent content in Task Completion on Programmer.ie: Modern AI programming Hugo en-us Mon, 14 Sep 2026 05:00:14 +0100 http://programmer.ie/books/applied-ai/14-chapter/ Mon, 14 Sep 2026 05:00:14 +0100 http://programmer.ie/books/applied-ai/14-chapter/ <p><em>Part 2 — Get the Model Out of the Chat Box</em></p> <h2 id="nothing-went-wrong">Nothing went wrong</h2> <p>The task was small — repair one paragraph:</p> <div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-text" data-lang="text"><span style="display:flex;"><span>The new cache makes every page load 73% faster, according to the platform team [S1]. </span></span><span style="display:flex;"><span>It stores rendered fragments close to readers. </span></span></code></pre></div><p>It had three written criteria: the paragraph must contain no percentage figure, the source marker <code>[S1]</code> must appear exactly once, and the second sentence must survive word for word.</p>