E01¶


Research	R0007 — AI Made Everyone Faster
Run	2026-03-19
Claim	C014
Source	SRC01
Evidence	SRC01-E01
Type	Factual

Primary evidence for C014.

URL: See source scorecard

Extract¶

640 entrepreneurs, 15% gain for high performers, 8% decline for low performers confirmed

Relevance to Hypotheses¶

Hypothesis	Relationship	Strength
H1	Supports	Claim is accurate as stated
H2	Partial	Percentages are approximate but in the right range
H3	Contradicts	No divergent effects were found

Context¶

Confirmed. Otis et al. (HBS Working Paper 24-042) studied 640 Kenyan entrepreneurs over 5 months using a GPT-4-powered WhatsApp mentor. High performers gained approximately 15%, while low performers saw an approximately 8% decline in revenue.