EP 102🟒 Foundation
2025-07-16β€’5 min read

Fix ChatGPT Random Responses: Master AI Reliability

Tired of ChatGPT giving different answers to the same question? Learn how tokens, context windows, and temperature settings control AI reliability. Includes practical fixes for consistent results.

What We Covered

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The AI inconsistency problem: why identical prompts produce wildly different results

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Three hidden levers controlling randomness: context windows, temperature settings, and prompt scaffolding

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Context window mechanics: how LLMs 'forget' information and why memory isn't what you think

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Temperature and top-p controls: managing the creativity dice for consistent business outputs

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Prompt scaffolding levels: from zero-shot requests to production-ready JSON templates

Questions? Ask Wanjun

Building alongside the community

Working on making ChatGPT responses more reliable? Running into challenges or want to share your progress? I'd love to hear from you.

Building in public means learning together. Every question helps improve the content for everyone.

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