Decide when DeepSeek R1 should reason internally versus call a tool (calculator, code execution, search) by reasoning about where the model is reliable, where it hallucinates, and how to architect a hybrid that is both accurate and cheap.
## CONTEXT A reasoning model is excellent at planning, decomposition, and logical inference but unreliable at exact arithmetic on large numbers, retrieving current facts, and executing code in its head. The architectural insight that defines competent 2026 systems is knowing when to let DeepSeek R1 reason and when to…
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