Archived commentary: The Bitter Lesson

Historical examples, third-party comparisons, quantitative timelines, testing-reduction figures, and current-capability statements in the original article were not reverified for this migration and should not be treated as a validated technical review.

Current materials decisions require traceable source evidence, appropriate experimentation, physical validation, and qualified professional judgment.