AI Cert Prep
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Appendix · OpenAI

OpenAI Resources & Links

Official OpenAI links, the Academy course catalogue with times and pathways, what each source is authoritative for, a fact-freshness checklist, and a restatement of the claims this site does not make.

Always prefer the source over this site. Everything below points to official OpenAI properties; this preparation material is independent and unaffiliated, built from the publicly available learning objectives on those pages.

ResourceURL
OpenAI Academyhttps://academy.openai.com/
Academy courses (assessments, badges, pathways)https://help.openai.com/en/articles/20001270-openai-academy-courses
Certifications announcementhttps://openai.com/index/openai-certificate-courses/
OpenAI Certified apphttps://help.openai.com/en/articles/20001151-openai-certified-app
API docshttps://developers.openai.com/api/docs
API modelshttps://developers.openai.com/api/docs/models
API pricinghttps://developers.openai.com/api/docs/pricing
Codex docshttps://developers.openai.com/codex
Codex modelshttps://developers.openai.com/codex/models
Cookbookhttps://developers.openai.com/cookbook

For community discussion and service health, use the OpenAI developer community and status page linked from the API docs and the OpenAI site respectively. This page does not fabricate those URLs; follow them from the official properties above so you always land on the current address.

The Academy course catalogue

Fourteen courses across three pathways plus three standalone courses. Times are the published estimates and will drift — re-check them against the Academy courses help article.

CategoryCourseEst. timeProductPathway
Apply AI at workAI Foundations60–75 minChatGPTFoundations
Apply AI at workApplied AI Foundations75–90 minChatGPTFoundations
Apply AI at workAgents and Workflows75–90 minChatGPT WorkFoundations
Build with AIScope AI Solutions30 minOpenAI APIAPI
Build with AIEvaluate AI Applications70 minOpenAI APIAPI
Build with AIDesign and Build Agentic Systems110 minOpenAI APIAPI
Build with AIBuild with Retrieval-Augmented Generation100 minOpenAI APIAPI
Build with AIOptimize AI Application Performance30 minOpenAI APIAPI
Build with AIGet Started with Codex80 minCodexCodex
Build with AIExtend Codex Workflows90 minCodexCodex
Build with AIScale Codex Across Governed Teams and Systems100 minCodexCodex
Lead AI adoptionAI Leadership180 minStrategyStandalone
Teach and learnAI for Educators45 minChatGPTStandalone
Teach and learnAI for College Students45 minChatGPTStandalone

Pathways: Foundations = AI Foundations + Applied AI Foundations + Agents and Workflows · API = the five Build-with-AI API courses · Codex = the three Codex courses. AI Leadership, AI for Educators and AI for College Students carry a badge but belong to no pathway. Every course and assessment in a pathway must be passed at ≥ 80% for the pathway certificate of completion. Separately, ChatGPT Foundations for Teachers is a K–12 educator course launched on Coursera, distinct from AI for Educators.

What each source is authoritative for

SourceAuthoritative forDo not use it for
Academy courses help articleAssessment mechanics (10–20 items from a 50-item bank, 80% pass), badges, pathways, Gradual/Accredible support splitAPI model prices; Codex features
Certifications announcementThe certification initiative, pilot partners, the “badges are not certifications” wording, the 10-million-by-2030 goalExact assessment questions (there are none public)
OpenAI Certified app articleWho can access the app (Enterprise and Edu workspaces, invite-only), Coursera/Credly deliveryAcademy pathway rules
API docsThe Responses API, agent runtimes, tools, safety, infra and opsChatGPT product plans
API modelsModel IDs, context windows, reasoning efforts, cutoffsPricing (use the pricing page)
API pricingPer-token input/output pricesFeature availability
Codex docsCodex surfaces, configuration, permissions, administrationAPI-only features
Codex modelsWhich models run in Codex and their retirement datesPricing
CookbookWorked examples and patternsPricing or programme rules

The single most important distinction to keep straight: the Academy pages govern free courses, badges and assessments; the certifications announcement and the OpenAI Certified app article govern the separate certification initiative. Conflating them is the error this whole section exists to prevent.

Fact-freshness checklist

Model names, prices, feature availability and course times drift. Before you rely on a specific fact, re-check the exact page that owns it:

  • Model IDs and context windows — API models page. Confirm gpt-6-astra, gpt-5.6-sol, gpt-5.6-terra, gpt-5.6-luna still exist and their windows/cutoffs are current.
  • Prices — API pricing page. Prices are the fact most likely to have changed.
  • Codex models and retirements — Codex models page. Retirement dates for ChatGPT-sign-in models (for example the 31 August 2026 retirement of gpt-5.4 / gpt-5.4-mini from Codex) pass and change what is available.
  • Reasoning efforts and the Codex ladder — API models and Codex docs. Effort levels and the Low→Ultra ladder can shift with rollouts.
  • Academy assessment rules — Academy courses help article. Confirm the 10–20 items, 50-item bank and 80% pass mark still hold.
  • Course catalogue and times — Academy courses help article. Courses can be added, renamed or re-timed.
  • Certification pilots and partners — certifications announcement. The pilot list and the OpenAI Certified access rules evolve.
  • Enterprise controls and data residency — API docs (safety, infra and ops). Residency regions, ZDR availability and the Agents-harness constraints can change.

When a fact has moved, fix it in the project’s FACTS-OPENAI.md baseline first, then update the pages that cite it — do not patch a single page and leave the rest stale.

Claims we do not make

This section is preparation, not a shortcut, and it is precise about what it is:

  • We do not call any of this an “official OpenAI certification”, “official exam questions”, an “official practice exam”, or an “OpenAI-approved course”.
  • We do not guarantee a badge, a pathway certificate, or eligibility for any future OpenAI certification.
  • We repeat OpenAI’s own wording: Academy badges and pathway certificates of completion are not certifications and do not guarantee eligibility for a future certification.
  • Our mock exams are independent practice built from publicly available OpenAI learning objectives; the item counts, durations and readiness bands are our design choices, not published OpenAI parameters.
  • Where we describe an “assessment” we mean the Academy’s own knowledge check; where we describe a “mock exam” we mean ours. There is no public OpenAI exam to have questions from, so be sceptical of anyone selling “official OpenAI exam questions”.

Last updated Sep 18, 2026