This compound market requires BOTH AGI confirmed by end of 2030 AND U.S. labor-force participation falling below 60% before end of 2031. For AGI confirmation, the market requires a public claim from a frontier lab corroborated within 90 days by at least two of: Stanford HAI AI Index, peer-reviewed Nature/Science assessment, or public agreement from another frontier lab. While Sam Altman (OpenAI) and Jensen Huang (Nvidia) have publicly claimed AGI is achieved, the required formal corroboration has not yet occurred. External markets price OpenAI announcing AGI before 2027 at roughly 12.5% YES. For labor-force participation, BLS data shows 61.8% in May 2026, with official projections of 60.4% by 2032 and 61.1% by 2034 — the rate is not projected to fall below 60% before 2031. Both conditions must hold for a YES resolution, making the joint probability quite low.
BLS data shows LFPR declined from 62.6% in 2024 to 61.8% by May 2026, continuing the structural decline driven by demographic aging.
In March 2026, Huang told Lex Fridman flatly: 'I think we've achieved AGI'—the most definitive public claim from a major tech leader.
In February 2026, Altman described AGI to Bloomberg as 'basically built,' though he noted the term is 'sloppy'—hedging even while claiming the milestone.
Will AGI be confirmed by the end of 2030 and U.S. real GDP growth exceed 4% in 2031?
Will AGI be confirmed by the end of 2030?
Will AGI be confirmed by the end of 2033?
If AGI is confirmed by the end of 2030, will U.S. unemployment exceed 8% within 18 months of confirmation?
Will AGI be confirmed by the end of 2027?
Will AGI be confirmed by the end of 2028?
