R0005/2026-03-17/Q001/S17

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?
Search	S17

WebSearch — AI inference costs declining and profitability improving

Summary

Field	Value
Source/Database	WebSearch
Results returned	10
Results selected	3
Results rejected	2

Query

• Terms: "AI inference costs declining profitability improving 2025 2026"
• Filters applied: None
• Results returned: 10

Selected Results

Result	Title	Rationale
S17-R01	Epoch AI	Research-grade analysis of AI cost trends
S17-R02	Nvidia Blog	Primary source on inference optimization and costs
S17-R03	ArXiv	Academic research on AI inference cost trajectories

Rejected Results

Result	Title	Rationale
S17-R04	TensorMesh	Marketing content rather than analysis
S17-R05	LinkedIn	Opinion piece without substantive data

Notes

Search targeted the cost dynamics underlying AI profitability, specifically inference cost reduction as a path to margins.