OpenAI Developers announced on March 20, 2026 that verified university students in the United States and Canada can claim $100 in Codex credits. OpenAI’s support page says that equals 2,500 ChatGPT credits, requires student verification through SheerID, and expires 12 months after the grant date.
OpenAI is rolling out dynamic visual explanations for more than 70 core math and science concepts in ChatGPT. The feature is available globally across all plans and is meant to turn formulas, variables, and graphs into interactive learning modules.
A Hacker News discussion of a Techdirt article argues that AI-detector-driven grading is pushing students to write worse, hide their process, and even use tools like GPTZero to optimize for 'human' scores.
OpenAI announced a new Learning Outcomes Measurement Suite focused on causal, evidence-based evaluation of AI in classrooms. The company says independent pilots in 2026 will span seven countries, more than 10,000 students, and 10 partner institutions.
Professor Zico Kolter's 10-202: Introduction to Modern AI at Carnegie Mellon University is now available online for free, including lecture videos, assignments, and autograded submissions — with a 2-week delay from the in-person course.
growingSWE has created an interactive walkthrough of Andrej Karpathy's 200-line pure Python GPT implementation, letting you tokenize names, watch softmax convert scores to probabilities, step through backpropagation, and explore attention heatmaps.
Anthropic introduced an AI Fluency Index built from 9,830 anonymized Claude conversations. The report highlights stronger outcomes in iterative chats, while artifact-heavy sessions show lower rates of explicit evaluation behaviors.
OpenAI launched ‘OpenAI for India’ as a multi-track national rollout spanning compute, government services, education, and startup support. The plan includes an initial $30B commitment, optional $10B follow-on rounds, and a first-phase 5 GW infrastructure target.
On February 18, 2026, Google DeepMind announced expanded partnerships in India across science, education, and public-interest AI deployment. The plan combines model access, training programs, and funding, including a $30 million Google.org AI for Science challenge.
Anthropic and CodePath are integrating Claude and Claude Code into programs serving more than 20,000 students. The partnership focuses on widening access to AI-native software training across community colleges, state schools, and HBCUs.