Public leaderboards spark real competition and force companies to level up their AI game fast. Hiding the data just protects slackers and kills momentum.
They don't spark competition, they spark metric-gaming. Banning leaderboards stops companies from optimizing for vanity tests and forces them to build AI that actually works.