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AWS Outlines Adaptive Agentic Intelligence Framework
AWS detailed the Adaptive Agentic Intelligence Framework using Strands Agents. It pairs local SLMs for dynamic task routing and routine telemetry with Amazon Bedrock for complex reasoning.
The Adaptive Agentic Intelligence Framework (AAIF) organizes AI tasks into three layers: smart orchestration via a local 1B SLM, local execution for sensor and vision tasks via Ollama, and cloud processing via Amazon Bedrock for complex analysis. Demonstrated in an IoT monitoring scenario, this setup avoids hardcoded routing rules and supports hybrid edge-cloud or fully on-device deployments.
Key takeaways
- A lightweight SLM dynamically classifies incoming queries to route routine operations locally and complex multi-step analysis to Amazon Bedrock.
- The architecture runs across edge hardware like Raspberry Pi, hybrid environments, or fully air-gapped setups using larger local models.
Source：AWS Machine Learning Read the original ↗
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