Recent concerns over unsustainable data center financing and off-balance-sheet liabilities have heightened trader focus on whether AI valuations can hold, with analysts highlighting a multi-trillion-dollar infrastructure spend far outpacing near-term revenue from large language models. Hyperscalers face rising debt loads amid climbing yields, while Oracle’s force majeure declaration on a major project and credit downgrade underscore execution risks. Industry leaders at OpenAI and Anthropic have publicly urged development pauses citing agent safety issues, coinciding with OpenAI’s training halt and IPO delay alongside Anthropic’s prospectus revealing steep losses despite rapid growth. The Bank of England flagged vulnerability to sharper corrections, and token pricing continues to erode under competitive pressure. Upcoming catalysts include regulatory probes, potential IPO filings, and earnings reports that could clarify monetization timelines.