The Bitter Lesson posits that general methods leveraging computation consistently outperform human-designed heuristics. Frontier labs now prioritize massive scaling to solve the long tail of arcane problems. This strategy treats compute as a scalable search for patterns. Practitioners should expect continued infrastructure expansion over architectural pivots to achieve general intelligence.