efficiency The Compounding Tax: Why Small Model Errors Become Large System Failures Small model errors compound rapidly in sequential tasks, turning seemingly reliable systems into failure-prone ones. Don't rely on per-step accuracy—trajectory reliability is what matters, and it degrades faster than you think.
efficiency Automation Is a Professional Obligation, Not an Optimization Automation isn't an optimization—it’s a professional standard. Manual processes become ingrained, creating bottlenecks & dependencies; automating is the baseline, not an extra step.