Aug 15, 2025 · 4 min read · Why system prompts matter System prompts define the assistant’s role, goals, tone, boundaries, and format before any user input, which aligns outputs with product requirements and reduces ambiguity from the start. They act like a job description for ...
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Aug 15, 2025 · 5 min read · Chain‑of‑Thought (CoT) prompting is a simple but powerful technique: instead of asking a model for just the final answer, ask it to “show the steps.” This nudges even non‑reasoning models to break problems into smaller parts, improving correctness on...
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Jun 2, 2025 · 3 min read · Deep research represents an advanced methodology that synergistically combines web search and reasoning, often orchestrated through multiple AI agents. This approach transcends traditional information retrieval by enabling comprehensive, context-awar...
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