LLMs as Parts of Systems
11 days ago
- #AI
- #LLMs
- #SystemDesign
- Kiro and AI spec-driven software development discussed, focusing on AI-agent-powered tools.
- Towers of Hanoi example used to demonstrate LLM capabilities in system building.
- Emphasis on systems combining LLMs with tools (e.g., code interpreters, databases) for enhanced functionality.
- Highlight on efficiency and cost-effectiveness of systems over standalone LLMs.
- Example of Automated Reasoning Checks in Amazon Bedrock combining LLMs with SMT solvers.
- Discussion on the relevance of Rich Sutton's 'The Bitter Lesson' in the context of LLMs and system building.
- Argument for leveraging computational tools in AI agents for discovery, not just encoding human thought processes.