Sixteen months ago my CNN beat HastyBot 51.7% of the time. The new transformer value net, macondo-tf, wins 57.65% over 100,000 game pairs, level with a 2-ply Monte Carlo simulation while thinking more than a thousand times faster. Here’s everything we tried to get there, including the long list of things that didn’t work.