E01¶


Research	R0005 — AI Company Profitability Before 2030
Run	2026-03-17
Query	Q001 — Are any of the major AI companies expected to turn a profit before 2030?
Source	SRC05
Evidence	SRC05-E01
Type	Analytical

AI Inference Cost Decline

URL: Not captured — experimental run

Extract¶

AI inference costs have fallen by 99.7% since 2023, driven by hardware improvements, model optimization, and competitive pricing. This dramatic cost reduction improves the path to profitability for AI companies by reducing the marginal cost of serving each query, enabling gross margin improvement even at massive scale.

Relevance to Hypotheses¶

Hypothesis	Relationship	Strength
H1	Supports	Moderate
H2	Contradicts	Moderate
H3	Supports	Strong