The primary challenge facing AI investment is the uncertainty surrounding its economic viability. Many AI models, particularly large language models (LLMs), are capital-intensive, requiring massive computational power while generating limited immediate revenue. The current AI expenditure model mirrors an industrial manufacturing approach, where high upfront costs may not yield expected long-term profitability.
Whether AI investment yields substantial ROI or becomes a cautionary tale of over investment remains to be seen.