The research diary
Exploring classic arcade games with local AI and automated search. Follow the videos, the breakthroughs and what we learn along the way.
The latest verified milestones
PengoBest published lab score ✓ Verified
Privileged trajectory search · 0 model calls
Whole declared trace/input, two NEW native resets + result-bound pixel/round gates; third whole recording
PleiadsBest published lab score ✓ Verified
Automated policy search · 0 model calls
Exact replay · 2,239/2,239 sampled frames matched
From the notebook
Middle146 search and physical return add one exact native fragment, preserving thirteen originals.
Read the updateOrdinary robot disable and completed furniture search return SNO1/LIFT6; thirteen exact originals preserved.
Read the updateOrdinary SNOOZE earned; thirteen exact masks retained, physical exit and independent inventory verified.
Read the updateNative pair union, ordinary Undo and all thirteen original shapes and colors independently verified; game incomplete.
Read the updateNew Room22 fragment, twelve exact earlier masks retained, ordinary SNOOZE and independent inventory verified.
Read the updateOrdinary SNOOZE earned; twelve exact masks retained, physical exit and independent inventory verified.
Read the updateNew fragment and exact twelve-mask inventory verified, with physical Room22 return. Three laboratory episodes; game incomplete.
Read the updateLIFT6 verified, eleven fragments preserved; three laboratory episodes and74 incorrect orders disclosed. Game incomplete.
Read the update