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An AI Agent is an autonomous entity that perceives its environment through sensors (or inputs) and acts upon that environment using actuators (or tools) to achieve specific goals. An agent relies on a reasoning brain (typically an LLM) to plan and execute multi-step processes.
GPU Cloud Orchestration is the automated provisioning, scheduling, and lifecycle management of GPU clusters (such as NVIDIA H100/B200 nodes) for serverless LLM inference and distributed AI model training.
Claude is a family of state-of-the-art Large Language Models developed by Anthropic. Highly regarded for its reasoning, coding capabilities, and context window size, Claude models are trained using a methodology called Constitutional AI.
Cognitive Architecture is the design blueprint for structuring an autonomous AI Agent. It defines how memory, planning steps, reflection mechanisms, and external tools interact with the core LLM brain to create a persistent agentic loop.
