C010¶


Research	R0007 — AI Cognitive Amplifier
Run	2026-03-20
Claim	C010

Claim: Brynjolfsson, Li, and Raymond studied 5,172 customer service agents and found that low-skilled workers improved by 34% with AI, while experienced workers saw minimal gains.

BLUF: Confirmed. Brynjolfsson, Li, and Raymond (2023) studied 5,172 customer service agents. They found 14% average productivity improvement, with 34% improvement for novice/low-skilled workers and minimal impact on experienced workers. Published as NBER Working Paper 31161.

Probability: Almost certain (95-99%) | Confidence: High

Summary¶

Entity	Description
Claim Definition	Claim text, scope, status
Assessment	Full analytical product with reasoning chain
ACH Matrix	Evidence x hypotheses diagnosticity analysis
Self-Audit	ROBIS-adapted 4-domain process audit

Hypotheses¶

ID	Hypothesis	Status
H1	Claim is accurate as stated	Supported
H2	Study parameters and findings match	Eliminated
H3	Claim is materially wrong	Eliminated

Searches¶

ID	Target	Results	Selected
S01	Primary search	10	3

Sources¶

Source	Description	Reliability	Relevance
SRC01	Generative AI at Work	High	High