The Logic of Shortcuts
Heuristics are mental "rules of thumb" that allow an agent to make a high-quality decision quickly, without having to calculate every possible outcome. For example, a travel agent might use the heuristic: "If the flight is over 8 hours, prioritize non-stop options." This reduces the "Search Space" and allows the agent to focus its reasoning on the most promising paths.
Expert-Guided Heuristics
The most effective agentic heuristics are derived from human experts. By encoding the professional experience of a senior manager or a specialized engineer into the agent's heuristic library, we can create autonomous systems that act with the "Intuition" and "Good Judgment" of a human professional.
Conclusion
Heuristics are the bridge between raw calculation and practical wisdom. By giving agents the right "rules of thumb," we are enabling them to make decisions that are both fast and intelligently aligned with professional standards.