A shortest-path algorithm minimizes the sum of edge costs, so costs must represent the desired tradeoff and meet algorithm assumptions. Fewest steps, lowest latency, and lowest risk are different objectives.

Shortest Path Depends on Cost Meaning

A* ranks states by cost so far plus estimated remaining cost. An admissible heuristic preserves optimality; an inconsistent or biased estimate can change work and results.

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