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AI Interaction Levels
Artificial Intelligence (AI) is a broad field with various subsets, including narrow or weak AI and Artificial General Intelligence (AGI). Both types offer unique capabilities, and they are designed with different goals in mind.
Narrow AI: This form of AI is already widely used in gaming. For instance, narrow AI algorithms control non-player characters (NPCs), generate procedural content, and enhance game physics. Machine learning techniques, a subset of narrow AI, are used to create adaptive difficulty levels, enhance graphics, and even predict player behavior for more personalized gaming experiences.
An example is the AI-powered bots in games like DOTA 2, which are programmed to emulate human player behavior in the game.A language model like ChatGPT could be applied in gaming to create more realistic and engaging dialogues for NPCs, or to handle complex player interactions. It could also generate dynamic narratives based on player choices, creating a unique storyline for each playthrough.
Artificial General Intelligence (AGI): As for AGI, its implications for gaming are even more profound, if achieved, AGI could revolutionize the gaming industry. AGI controls NPCs in a way that goes beyond any preprogrammed script or behavior, allowing characters to learn, adapt, and make decisions much like a human player would. It could generate entirely new game scenarios and narratives on-the-fly, in response to a player's actions. Moreover, an AGI could understand and respond to player strategies in a multiplayer game in real time, providing an unparalleled level of challenge and dynamism.
Furthermore, AGI could also be used in game design and development. It could learn from player feedback and continuously improve the game, create new levels, characters, or even whole games, potentially revolutionizing the game development process.
While narrow AI has shown incredible results in its specific domAIns, the development of AGI poses a much greater challenge due to its complexity and breadth. The implications of AGI are immense, as it would revolutionize numerous fields, in our case gaming. Each one has numerous applications to be found in gaming, depending on the gaming genre first and foremost.