God-game featuring an AI creature that learns from your actions through real machine learning.

Description

Lionhead Studios' Black & White (Peter Molyneux) was revolutionary for implementing real machine learning for the player's creature. Creature Learning: Your creature learns by observing you and through reinforcement (reward/punishment). A Neural Network determines behavior based on training. Personality develops based on your actions - it can be good or evil, aggressive or gentle. It remembers specific lessons. The creature's appearance evolves based on its alignment. It imitates your actions as a deity: helping villagers or destroying them. A god-game where you control an island as a deity. Moral choices impact both the creature and the world. Gesture-based miracles. Village management. Innovative for 2001. The sequel Black & White 2 continued these systems. It demonstrated practical machine learning in a consumer game. The creature felt genuinely alive. Each playthrough developed a unique personality. PC exclusive. Cult classic. Influenced subsequent god-games and pet simulators. Rights are now held by Microsoft.