C008¶


Research	R0007 — AI Made Everyone Faster
Run	2026-03-19
Claim	C008

Claim: Toxic workers often have above-average raw output (Housman and Minor).

BLUF: Confirmed. The Housman and Minor study found that toxic workers are much more productive than average workers in terms of raw output. They are quicker than average workers, though their output tends to be of slightly lower quality. This finding is a key insight of the paper — toxic workers persist partly because their raw productivity masks their corrosive organizational effects.

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	Partially correct — output is higher but quality is lower	Inconclusive
H3	Claim is materially wrong	Eliminated

Searches¶

ID	Target	Results	Selected
S01	Housman Minor toxic workers productivity output	10	3

Sources¶

Source	Description	Reliability	Relevance
SRC01	Housman & Minor (2015) HBS Working Paper	High	High