# Maximizing ChatGPT API Efficiency: Expert Strategies for Custom Instructions & System Windows | Artificial Intelligence Masterclass Page: https://stenobird.com/podcast/artificial-intelligence-masterclass-6725071/maximizing-chatgpt-api-efficiency-expert-strategies-for-custom-instructions-system-windows-artificial-intelligence-masterclass Text version: https://stenobird.com/podcast/artificial-intelligence-masterclass-6725071/maximizing-chatgpt-api-efficiency-expert-strategies-for-custom-instructions-system-windows-artificial-intelligence-masterclass.md Podcast: [Artificial Intelligence Masterclass](https://stenobird.com/podcast/artificial-intelligence-masterclass-6725071) Published: 2026-09-15T11:10:54+00:00 Episode link: https://pdst.fm/e/traffic.megaphone.fm/PODAGEN2841431341.mp3?updated=1778674723 Audio file: https://pdst.fm/e/traffic.megaphone.fm/PODAGEN2841431341.mp3?updated=1778674723 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/artificial-intelligence-masterclass-6725071/episodes/maximizing-chatgpt-api-efficiency-expert-strategies-for-custom-instructions-system-windows-artificial-intelligence-masterclass Duration seconds: 2072 ## Resource Maximizing ChatGPT API Efficiency: Expert Strategies for Custom Instructions & System WindowsEpisode release date: 3 Oct 2023Spreading awareness about the works of some of the leading educators in the AI revolution. "Helping humanity shepherd through this transition as we embrace the final invention of mankind: advanced artificial intelligence." David Shapiro aims to provide a pragmatic and optimistic view of the future. Core Ideas: Metamodernism: Narratives and emergence view of reality Postnihilism: The demand for meaning is false, there is only the Great Mystery Heuristic Imperatives: An ethical, moral, and decision framework. - Reduce suffering - Increase prosperity - Increase understanding Post-Labor Economics: Replace humans with machines (better, faster, cheaper, safer) mantra: EXPLORE: Delve into the unknown, driven by curiosity and a quest for discovery. Seek knowledge. ELUCIDATE: Make complex ideas clear, communicating them in an accessible and comprehensible manner. ENUMERATE: Ground insights in concrete data, providing measurable and quantitative evidence. ELABORATE: Add depth and detail to understanding, weaving comprehensive and nuanced explanations.DISCLAIMER: This is a community-driven show. This podcast may contain copyrighted material not owned by AI Masterclass. All copyrighted material in this podcast is believed to be within the bounds of educational purposes. ---------Maximizing ChatGPT API Efficiency: Expert Strategies for Custom Instructions & System WindowsEpisode release date: 3 Oct 2023Spreading awareness about the works of some of the leading educators in the AI revolution. "Helping humanity shepherd through this transition as we embrace the final invention of mankind: advanced artificial intelligence." David Shapiro aims to provide a pragma… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/artificial-intelligence-masterclass-6725071/episodes/maximizing-chatgpt-api-efficiency-expert-strategies-for-custom-instructions-system-windows-artificial-intelligence-masterclass/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/artificial-intelligence-masterclass-6725071/maximizing-chatgpt-api-efficiency-expert-strategies-for-custom-instructions-system-windows-artificial-intelligence-masterclass.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.