In 2024, Nvidia’s stock did something crazy: it went up 171%, outperforming even Bitcoin, which rose about 120%.

Now everyone wants to find the next Nvidia.

Today, we’re breaking down why AI is moving from chatbots to agents, and why CPUs (the chips that coordinate computer tasks) may be the next big thing.

AMD just had a Nvidia-style moment.

The stock jumped 26% after earnings, pushing AMD close to a $750B valuation and making it the 18th biggest company in the world.

Why? Because AMD’s AI business is booming.

The company sells CPUs (the chips that help computers organize and run AI tasks) inside the massive data centers powering tools like ChatGPT and Claude.

That data center business grew 57% year over year to $5.8B as demand for AI infrastructure keeps exploding.

And people are starting to pay attention.

Even Jensen Huang (Nvidia’s CEO) has said consumption is “going through the roof” because of agentic AI.

That sounds technical.

But the idea is simple: This is all because AI is moving from software that answers questions (chatbots) to software that actually does work (agents).

For the last two years, AI was mostly a chatbot story.

You typed something → ChatGPT answered.

This was powered by GPUs (the chips Nvidia dominates that help AI models train, think, and generate answers).

But AI agents are different.

Agents do not just answer questions.

They browse websites, write code, use apps, click buttons, call tools, and complete tasks in the background.

That requires coordination (called agent orchestration).

An AI agent needs to know what tool to use, when to use it, where to send information, and what step comes next.

That is where CPUs come in.

CPUs are the chips that coordinate computer tasks and where AMD is a major player.

That is the shift people are starting to notice.

If AI moves from chatbots to workers, the AI boom expands beyond just Nvidia.

More agents means more orchestration

More orchestration means more CPU demand.

And that is why AMD suddenly matters a lot more.