AI's True Value: Beyond the Market Hype, Five Predictions for the Future


This story, titled "Bubble or not, here are five predictions for what AI will really deliver" First published on The National and was retrieved from its original source on November 12, 2026.
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Last Thursday saw a significant market downturn, with the Nasdaq plunging 5.5 percent and erasing approximately $2.5 trillion in market value. This turmoil extended to Asian markets the following day, fueled by intensified concerns over potential restrictions on data-centre construction stemming from the US midterm elections. Investors are increasingly questioning when the substantial investments in Artificial Intelligence (AI) will yield equally extraordinary returns. The numbers underscore this anxiety: Gartner forecasts worldwide AI spending to reach $2.7 trillion this year, a nearly 50 percent increase from the previous year. Such substantial spending naturally raises questions about market valuations, electricity demand, and the sustainability of returns that have yet to fully materialize.
While comparisons to the dotcom bubble are inevitable, they risk confusing two distinct issues: whether current AI company valuations are excessive, and whether artificial intelligence will fundamentally transform the global economy. The dotcom crash of the late 1990s and early 2000s wiped out trillions in market value, yet the internet proceeded to revolutionize nearly every industry. Financial bubbles can indeed burst without the underlying technology disappearing. Now is the opportune moment to discern the signal from the noise and adopt a three-to-five-year perspective. Stanford University estimates that the cost of running AI models at a given benchmark performance has fallen more than 280-fold between November 2022 and October 2024, indicating that AI is becoming dramatically cheaper, irrespective of technology share performance.
Perhaps the most insightful perspective emerges from Anthropic, the five-year-old American AI company behind Claude. Anthropic is currently preparing for one of history's largest stock market flotations, with a potential valuation of approximately $1.5 trillion. In its recent IPO prospectus, Anthropic makes a striking observation: “For the first time in history, intelligence is something humans can build.” The company argues that the capacity for reasoning, analysis, creation, and problem-solving can now be produced at an industrial scale and made available on demand, potentially revolutionizing the economy more profoundly than electricity, industrialization, or the internet. While these claims, coming from a company seeking such a massive valuation, warrant scrutiny, they highlight a crucial distinction for investors: we are no longer merely developing premium hardware, faster computers, or better software; we are creating the capacity to manufacture intelligence itself. This transformative possibility is likely to endure beyond any short-term stock market losses or corrections.
Against this backdrop, here are five predictions for the coming year and beyond:
None of these predictions hinge on an immediate recovery of technology shares. In fact, the market correction may hasten the shift from financial speculation to measurable productivity, scientific advancement, and practical applications. The coming years will undoubtedly bring both failures and extraordinary successes, alongside difficult adjustments. However, the most significant error would be to conflate the price investors are willing to pay for artificial intelligence with the immense value that increasingly abundant intelligence can create for humanity.
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