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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">2026-03-6</span>
+                            <span class="blog-tag">Compute Philosophy</span>
+                        </div>
+                        <h2>The Training Time Compute Trap</h2>
+                      <p>There is a moment in every AI project when someone says "maybe we just need more compute." It sounds reasonable. It sounds scientific. It sounds like the kind of thing that gets budgets approved and GPUs ordered. Then you wake up three weeks later, your electricity bill has achieved sentience, and your model still thinks "python" refers exclusively to snakes.</p>
+                      <span class="blog-read-more">Read more</span>
+                    </a>
                     <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>