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Developing story · 2 episodes · 20 Oct to 21 Oct

Rise of the Adaptive Agentic Frameworks

The saga tracks the rapid evolution of agentic AI frameworks, beginning with the introduction of the M-Plan memory architecture for LLMs. It concludes with AWS launching its Adaptive Agentic Intelligence framework, signaling a major industry shift toward standardized, production-ready agent systems.

  1. Aws introduces Adaptive agentic intelligence framework with Strands Agents

    The AWS Machine Learning Blog presents the Adaptive Agentic Intelligence Framework (AAIF), built with Strands Agents, to orchestrate AI requests between small local models and cloud‑hosted…

    1 source primary source
  2. Researchers introduce M-Plan framework for LLM agents with memory arrangement

    Researchers at an unnamed institution have proposed M-Plan, a new framework for LLM-based agents designed to improve performance on long-horizon tasks. The system combines long-term and short-term…

    3 sources primary source
Who and what
GroqOllamaGitHubAmazon Web ServicesNVIDIAStrandslarge language models (LLMs)Ollama modelsllama3.2:1bllama3.2-visionAmazon Bedrock modelsRitvik G