the 67-cent Anthropic YES on Polymarket tracks a $2t print more directly than Bybit's pre-IPO perp. one qualifying NPM mark or post-listing peak by December 31 settles YES, Bybit prices ANTHROPICUSDT with an estimated one-billion-share count, so the perp can detach from the eventual stock valuation. the NPM mark sits at $1.17t, leaving a 70.9% climb. using the May round's maximum 20.5x revenue-run-rate multiple, Anthropic needs at least $97.4b of run rate to reach $2t, several backers expect $100b-$120b by ...

Market Valuations and Economic Cycle - Equity market valuations are extremely stretched, with the Shiller CAPE ratio standing at 41 compared to the historical average of 17 over the last 25 to 30 years and 44 in December 1999 [1][2] - The real equity risk premium offers an excess expected return of 1.1%, which is less than half of the average seen since 2010 [2] - The Buffett Indicator, representing the US market capitalization-to-GDP ratio, is approximately 240%, significantly exceeding Warren Buffett's risk threshold of 100% [3] - Artificial intelligence investments are driving a massive economic boom, but the rate of investment increase is projected to decelerate by 2027, leading to lower profit growth expectations and compressed profit margins [4][5][8] Industry Financing and Overcapacity Risks - AI hyperscalers need to generate 2 trillion US dollars in revenue to justify their capital expenditures [6] - Broadcom helped arrange a financing deal ranging between 60 billion and 70 billion US dollars [7] - Private equity and private credit are increasingly involved in funding, creating greater opacity in how capital is raised, while suppliers are lending to hyperscalers [9] - The AI infrastructure buildout risks mirroring past historical overcapacity cycles seen in the dot-com boom, the telecom boom, and the railroad buildout, moving from 7 or 8 competing innovators down to 2 or 3 viable long-term firms [13][14][20] Macroeconomic and Fiscal Risks - Long-term Treasury yields have risen significantly, with the 30-year Treasury yield reaching 5.3% [21] - The US budget deficit has reached 6% of GDP against a total national debt of 40 trillion US dollars, creating unsustainable fiscal paths and upward pressure on bond yields [23][25] - Social Security faces the risk of full insolvency within a few years if policymakers in Washington fail to address the underlying fiscal and budget problems [27][28]