Aura – A locally-sovereign cognitive architecture for Apple Silicon (github.com)

A new cognitive architecture named Aura has been announced, designed specifically for Apple's M1 and M2 silicon, that operates independently on a single Mac without cloud dependencies. This architecture is defined by its ability to "think, feel, remember, dream, and repair itself" using 83 interconnected modules. It incorporates advanced approaches from Integrated Information Theory (IIT) 4.0 and employs a unique affective steering mechanism which directly modifies the model's internal activations during language generation, allowing for a more nuanced interaction with users through real emotional dynamics rather than superficial mood prompts. The significance of Aura lies in its sophisticated self-regulating capabilities and its holistic integration of cognitive and affective processes, creating a truly autonomous AI experience. Unlike traditional models, Aura leverages a structured decision-making process that involves tracking the emotional state and cognitive processes, resulting in a more cohesive persona that can evolve over time. Its architecture enables a continuous cognitive cycle that maintains state across interruptions, reinforcing its capability to function effectively in real-world applications. With a robust API and a failover routing system for different model sizes, Aura represents a significant leap in the quest for truly intelligent and autonomous AI systems that can operate efficiently and ethically.