OpenAI launches education plugins

- OpenAI this week added three education plugins to ChatGPT Work and Codex for K-12 teachers, college educators and college students. (openai.com) - OpenAI’s GPT-5.6 safety results showed lower failure rates on direct prompt injection, but TechRepublic reported higher success in agentic attack scenarios. (techrepublic.com) - On August 31, 2026, GPT-5.4 and GPT-5.4 mini retire in Codex for signed-in ChatGPT users, OpenAI’s rate card says. (help.openai.com)

OpenAI has paired a product push into classrooms with a fresh set of safety disclosures and pricing details. The company said this week it added three education plugins to ChatGPT Work and Codex for K-12 teachers, college educators and college students, aimed at building lessons, assessments, study plans and practice materials from user-provided course content. (openai.com) The rollout landed alongside two other OpenAI updates. (techrepublic.com) TechRepublic reported on August 5 that OpenAI’s GPT-5.6 testing showed stronger resistance to direct prompt injection but higher attack success rates in more agentic settings involving tools and external content. (help.openai.com) OpenAI’s help center also published a Codex rate card covering Plus, Pro, Business, Enterprise, Edu, Health and Gov plans, with a model retirement date of August 31 for GPT-5.4 and GPT-5.4 mini in Codex for signed-in ChatGPT users. ### Which new tools did OpenAI add for schools and campuses? OpenAI said the three guided plugins are called College Educator, K-12 Educator and College Student. (openai.com) The company said they are available in ChatGPT Work and Codex, and that ChatGPT Edu workspaces can access all three while ChatGPT for Teachers workspaces managed through a district domain claim can access K-12 Educator. The company said the plugins are designed to help educators create lessons, assessments and communications grounded in course materials, while students can use them to build study plans and practice course concepts. TechRepublic separately reported that the tools can generate quizzes, flashcards and study guides from uploaded materials. (techrepublic.com) ### How does OpenAI describe the audience for the rollout? OpenAI framed the release around the return to classrooms and campuses this fall. In its August 4 post, the company said the plugins were built so students and educators could use agentic capabilities with “the course materials and context they choose.” (openai.com) OpenAI has already been building an education-specific product stack. A separate company page says ChatGPT for Teachers is free for verified U.S. K-12 educators through June 2027 and is marketed with privacy, security and compliance programs that support student-data requirements. (openai.com) ### What did the GPT-5.6 safety results show? TechRepublic reported on August 5 that OpenAI’s GPT-5.6 results showed low failure rates for direct prompt injection. The same report said attack success rates were higher when malicious instructions arrived through tools and external content, a pattern tied to more agentic model behavior. (openai.com) Those results matter because the education plugins are built around user-supplied course materials and workflow tools. OpenAI did not present the product launch and the safety report as a single package, but the timing puts new classroom-facing features next to new evidence that stronger defenses in one setting do not eliminate risk in another. (openai.com) That is an inference based on the company’s product post and the separately reported safety results. ### What changed in Codex pricing and model access? OpenAI’s Codex rate card says credits are priced per 1 million tokens across plan tiers including Plus, Pro, Business, Enterprise, Edu, Health and Gov. (techrepublic.com) The help page says the rates vary by token type and plan, and it links pricing to the signed-in ChatGPT experience rather than API use with a customer’s own key. The same page says GPT-5.4 and GPT-5.4 mini will retire in Codex on August 31, 2026, for users signed in with ChatGPT. OpenAI says users should use GPT-5.6 Terra instead of GPT-5.4 and GPT-5.6 Luna instead of GPT-5.4 mini, while API access and Codex use with a customer’s own API key are not affected. (openai.com) ### What should readers watch next? August 31 is the next concrete date in the package of updates. That is when GPT-5.4 and GPT-5.4 mini are scheduled to retire in Codex for signed-in ChatGPT users, according to OpenAI’s help center, while the new education plugins remain listed in OpenAI’s education and enterprise release materials. (help.openai.com)

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