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blog.html

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         <section class="blog-section">
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+                    <a href="Teaching AI to Regret: The Backspace Token Theory.html" class="blog-card">
+                        <div class="blog-meta">
+                            <span class="blog-date">2026-03-5</span>
+                            <span class="blog-tag">Model Experiments</span>
+                        </div>
+                        <h2>Teaching AI to Regret: The Backspace Token Theory</h2>
+                      <p>Humans backtrack. We type "thr" and realize we meant "the" and we fix it. We type "tje" and we laugh at our own fingers and we correct it. Large language models do not do this. They commit to every token like it is a binding legal contract. I started wondering what would happen if we gave them an out. What if we added a backspace token to the vocabulary?</p>
+                      <span class="blog-read-more">Read more</span>
+                    </a>
                     <a href="blog-TheIronyCloud WhenAIDowntimeMeetsTiming.htm" class="blog-card">
                         <div class="blog-meta">
                             <span class="blog-date">2026-03-4</span>