Reading path
Teacher and educator
AI without a technical background: impact on education, practical tools, AI literacy.
You are a teacher, trainer or simply someone who wants to understand artificial intelligence without reading technical papers. This path selects the milestones that genuinely changed how people learn, teach and access information — with explanations focused on real-world impact, not model architecture.
- 01
Why it matters to you
The moment AI stops being a concept and becomes a tool used in classrooms: plagiarism, personalized tutoring and skills assessment all change from here.
Landmark Foundation ModelsChatGPT: AI lands in everyone's browser
OpenAI launches ChatGPT, a free conversational interface on GPT-3.5 aligned via RLHF. It crosses one million users in five days.
- 02
Why it matters to you
GPT-4 passes university-level standardized tests: for educators, this is the signal that traditional assessments need to be rethought from scratch.
Landmark Foundation ModelsGPT-4: the reasoning leap that resets the baseline
OpenAI releases GPT-4, multimodal (text + image), with reasoning, coding, and reliability clearly beyond GPT-3.5. Passes bar, medical, and coding exams.
- 03
Why it matters to you
Institutions begin adopting AI in a structured way with privacy guarantees: the question of school policies on AI tool use is born here.
Medium Enterprise AIChatGPT Enterprise: unlimited GPT-4, locked-down data
OpenAI launches the enterprise ChatGPT plan: unlimited GPT-4, 32K context, advanced data analysis included, SOC 2, customer data never used for training. Reply to IT concerns.
- 04
Why it matters to you
An assistant that remembers previous conversations: first concrete applications of adaptive tutoring and personalized learning path design.
Medium Foundation ModelsChatGPT Memory: cross-conversation persistence for OpenAI models
OpenAI introduces Memory in ChatGPT: the model can recall user information across separate conversations, with explicit controls to view, edit, or delete what it remembers.
- 05
Why it matters to you
The EU law that classifies high-risk AI systems in education and employment: understanding it is essential for anyone choosing tools for their classes.
Landmark AI SecurityEU AI Act: European Parliament adopts the first comprehensive AI law
The European Parliament formally adopts the AI Act, the world's first comprehensive AI law, with a risk-based approach and specific obligations for foundation models.
- 06
Why it matters to you
Voice, images and text in a single conversation: opens multimodal learning scenarios accessible to students with reading difficulties or different native languages.
High Multimodal AIGPT-4o: text, voice and images in a single model
OpenAI unveils GPT-4o (omni), a single model that natively handles text, audio, and images with ~320 ms voice latency and GPT-4-class text quality — free for ChatGPT free users.
- 07
Why it matters to you
Automated deep research enters study workflows: understanding what it can and cannot do is the minimum AI literacy required of an educator today.
High AgentsDeep Research and Deep Research Max: Google's autonomous research agents with MCP
Google ships two research agents on the Gemini API: Deep Research (fast) and Deep Research Max (deep + slow, 93.3% on DeepSearchQA). MCP support for private data, native visualizations via Nano Banana 2.