My 4-phase grid for fixing particle errors

Phase 1 is isolating the variables. You need to log exactly 250 real-world sentence inputs. I spent 18 hours scraping job boards last week just to map the particle variance. Step two, you run a daily 45-minute error-tally spreadsheet. If you misidentify a particle, you reset your phase 3 timer back to day zero. Normal people say it's about feeling but it's pure logic gates.