Bidirectional Learning Framework - No teacher knows all until they prove it. Every student teaches something new.
          formal-proofs          education-reform          working-solutions          bidirectional-learning          right-to-act          doubt-mitigation          sector-coherence          peer-validation          no-teacher-knows-all          obinexus-education          verb-noun-mapping          terminal-language-barrier          japan-exchange          anti-bureaucracy          level2-insights          phd-humility          practical-knowledge      
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            Updated
            Sep 27, 2025 
- Python