What are world models in AI and why do they matter?

World models are AI systems designed to understand and simulate how the world works, rather than just recognising patterns in data. Unlike current AI that might identify a cat in a photo, world models would understand what a cat is, how it behaves, and how it interacts with its environment. This represents a major leap forward that could enable much more sophisticated AI applications.

Why is Yann LeCun's departure from Meta significant for investors?

Yann LeCun is one of the founding fathers of modern AI and has been Meta's Chief AI Scientist for over a decade. His decision to leave and start a company focused on world models suggests this technology could be the next major breakthrough in AI. When top talent moves, it often signals where the biggest opportunities and innovations will emerge.

What does 'AI infrastructure' mean and why invest in it?

AI infrastructure includes all the foundational technology needed to build and run AI systems - from the computer chips that power AI models to the cloud services that store massive datasets. As AI becomes more advanced, the demand for this infrastructure grows exponentially. Companies providing these building blocks often benefit regardless of which specific AI applications succeed.

How do I evaluate the potential profit percentage shown for these stocks?

The potential profit percentage is based on aggregated analyst sentiment from Refinitive Ltd, showing what financial experts believe each stock could return over 12 months. However, these are estimates, not guarantees. Stock prices can go up or down, and past performance doesn't predict future results. Always consider your risk tolerance and investment goals.

What's the difference between established tech giants and smaller AI companies in this group?

Established companies like Meta, Google, and NVIDIA have massive resources and existing AI operations, offering more stability but potentially slower growth. Smaller, specialised AI companies might offer higher growth potential but come with more risk. This group includes both types to balance potential returns with different risk levels.

15 handpicked stocks

AI World Models: Risks in Next-Gen Tech Investing

Yann LeCun, a key figure in AI, has left Meta to launch a startup focused on 'world models,' a new frontier in artificial intelligence. This move highlights a potential investment opportunity in companies pioneering next-generation AI research and the infrastructure that supports it.

Han Tan | Market Analyst

Published on November 20

Top Picks from This Group

Here are a few of the assets in this group. Create an account to unlock the full list.

NVIDIA Corporation

NVDA

Current price

$183.22

As a leading producer of GPUs, the company provides the essential hardware for training and deploying advanced AI models.

Meta Platforms Inc (Facebook)

Your Basket's Financial Footprint

The basket's total market capitalisation is 10,153,876.20 and is heavily concentrated among a few very large-cap constituents, giving it a large-cap‑anchored profile that is likely to exhibit lower volatility than small-cap‑heavy baskets.

Key Takeaways for Investors:

Large-cap dominance tends to lower volatility and risk, offering more stability and closer tracking of broad market trends.
Use as a core holding rather than a speculative position; suitable for portfolio foundation and diversified exposure.
Expect steady long-term appreciation rather than explosive short-term gains; growth is generally gradual.

Total Market Cap

NVDA: $4.53T
META: $1.49T
GOOGL: $3.53T
Other

12 Month Growth Potential

Use the growth calculator to see how much investing in these assets could return over one year, based on aggregated analyst sentiment provided by Refinitive Ltd.

If you invested across these assets:

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In 12 months it might be worth:

$1,000.00

+72.36%

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About This Group of Stocks

Our Expert Thinking

When top AI talent like Yann LeCun leaves tech giants to pioneer 'world models,' it signals a major shift in artificial intelligence. This new frontier focuses on AI systems that don't just recognise patterns but actually understand and simulate the world around them. We believe this represents the next wave of AI development, creating opportunities across the entire value chain.

What You Need to Know

This group spans the complete AI ecosystem, from the semiconductor companies making specialised chips to cloud providers enabling massive model training. World models require enormous computing power and sophisticated infrastructure, making these foundational companies essential. The theme captures both established tech leaders and emerging specialists in AI infrastructure.

Why These Stocks

These companies were handpicked because they provide the critical building blocks for next-generation AI development. As capital and talent flow toward world models, firms offering the hardware, software, and research capabilities will be positioned to benefit. Each represents a different piece of the AI infrastructure puzzle that makes advanced AI possible.

Group Performance Snapshot

72.36%

Average 12 Month Profit

On average, analysts expect assets in this group to grow 72.36% over the next year.

11 of 14

Stocks Rated Buy by Analysts

11 of 14 assets in this group are rated Buy by professional analysts.

Source: Analyst sentiment is provided by Refinitiv Ltd, a global leader in financial market data with over 40k business clients. Refinitiv Ltd is an independent third party to Nemo. This is not advice.

Why You'll Want to Watch These Stocks

🚀

The Talent Migration Signal

When AI pioneers leave tech giants to start new ventures, it often signals where the next big breakthroughs will happen. This movement of top talent could reshape the entire AI landscape.

🧠

Beyond Pattern Recognition

World models represent AI that truly understands rather than just recognises patterns. This leap could unlock capabilities we've only dreamed of, creating massive opportunities for early infrastructure providers.

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Infrastructure Gold Rush

As the race for world models heats up, the companies providing the picks and shovels - from chips to cloud services - could see unprecedented demand for their foundational technologies.

Get the full story on this Basket. Read our detailed article on its risks and potential.

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