MIDCA is a modular cognitive architecture designed to support the full cognitive loop of intelligent agents. It processes sensory inputs through a perception module, interprets data to generate and prioritize goals, leverages a planner to create action sequences, executes tasks, and then evaluates outcomes through a metacognitive layer. The dual-cycle design separates fast reactive responses from slower deliberative reasoning, enabling agents to adapt dynamically. MIDCA’s extensible framework and open-source codebase make it ideal for researchers and developers exploring autonomous decision-making, learning, and self-reflection in AI agents.

GoalRise is an AI-driven platform designed to help users set, track, and achieve their goals. By leveraging advanced AI technology, GoalRise generates personalized goals, provides insights, and tracks progress through monthly reports. The platform incorporates SMART goal generation, goal prioritization, and personalized suggestions, making it easier to stay on track and realize personal and professional ambitions. The tool also includes features like habit tracking, progress analytics, and custom habit plans, ensuring comprehensive goal management.