ChatGPT and Claude are evolving from chatbots into interactive learning tools

This week, both Anthropic's Claude and OpenAI's ChatGPT were updated to embrace learning through interactive visualizations. Both moves show how AI is evolving from the initial chatbot phase to something more mature and helpful.

ChatGPT gains interactive learning feature

On Tuesday, OpenAI released a blog post called "New ways to learn math and science with ChatGPT" that explains how users can "explore concepts with interactive visual explanations."

Today, we're making learning these concepts in ChatGPT even more interactive with new dynamic visual explanations. Starting with more than 70 core math and science concepts, ChatGPT will guide learners by showing how formulas, variables, and relationships behave in real time. These experiences will be available globally across all plans starting today.

Now when someone asks ChatGPT about one of the core topics, it can explain it and present an interactive visual module. Users can adjust variables, manipulate formulas, and instantly see how those changes affect graphs and outcomes—turning abstract equations into something they can experiment with directly.

OpenAI highlights specific areas of expertise for ChatGPT's interactive learning feature:

Today, the list of math and science topics is most relevant to high school and college age learners, and includes topics like binomial square, Charles' law, circle area, circle equation, compound interest, cone surface area, cone volume, Coulomb's law, cylinder volume, degrees of freedom, difference of squares, exponential decay, Hooke's law, kinetic energy, lens equation, linear equation, Ohm's law, period–frequency relation, potential energy, PV = nRT equation, Pythagorean theorem, slope–intercept form, surface area of sphere, triangle area, trig angle sum identity, and others.

While OpenAI is starting with math and science, the company says it plans to expand to additional subjects in the future.

Claude is embracing visual responses

Meanwhile, Anthropic announced on Thursday that Claude will no longer rely primarily on text responses. Instead, the AI chatbot has learned how to create interactive charts, diagrams, and visualizations.

Last fall, we previewed Imagine with Claude: a new way for Claude to build visuals in real time, without any code. We're now bringing a version of this feature, in beta, to Claude's chat conversations. Claude can create custom charts, diagrams and other visualizations in-line in its responses—and then tweak and modify its creations as the conversation develops.

Anthropic says the new feature is on by default, and Claude will automatically decide when to use visual responses.

Both chatbot updates show how both AI systems are maturing and moving beyond the text-only interface that kicked off the modern large language model revolution.

These interactive learning features represent a significant shift in how we interact with AI assistants. Rather than simply receiving text-based explanations, users can now manipulate variables, see real-time changes, and develop a deeper understanding through hands-on experimentation.

For students and lifelong learners, this evolution means AI can serve as more than just an answer engine—it becomes a virtual tutor that adapts to your learning style. The ability to adjust parameters and immediately see the effects helps build intuition about complex concepts that might otherwise remain abstract.

The timing of these updates is particularly interesting, as both companies appear to be converging on similar visions for the future of AI-assisted learning. While OpenAI is taking a more structured approach with curated math and science modules, Anthropic is giving Claude more general-purpose visualization capabilities that can be applied across various topics.

This competition between AI platforms could accelerate the development of even more sophisticated educational tools. As these systems continue to evolve, we might see features like personalized learning paths, adaptive difficulty levels, and integration with educational curricula.

For now, both ChatGPT and Claude users can experiment with these new capabilities, marking an exciting step forward in making complex subjects more accessible and engaging through AI-powered interactive learning.