Meta is about to launch a paid consumer AI agent and a new frontier model, a setup that looks bullish for the stock if the products land — and costly if they flop.

• Meta is expected to launch a consumer AI agent called Hatch that can browse sites, book restaurants and make purchases, with a top subscription tier around $199 a month.
• A new frontier AI model is lined up for October, pushing Meta into direct competition with OpenAI and Anthropic.
• Expectations for the stock are low right now, which leaves room for a surprise if the AI products actually make money.
• Spending is the risk: research costs are rising far faster than sales, and profit has already fallen.
• Even if the new products flop, Meta can still sell spare computing power to AI rivals and use AI to sharpen its ad business, which is closing in on Google search.

Outlook: The next few weeks of product launches will decide whether Meta's huge AI spending starts paying off or turns into a drag on the stock.