From the hash-bound evidence releases
Recorded claims
Each claim states what the inspected source says, at the recorded location—bounded by its scope and graded by its confidence. Nothing here is a synthesis across works.
In a randomized field experiment with Kenyan entrepreneurs, a GPT-4 business assistant produced no detectable average revenue or profit effect; the abstract reports that the lower-performing subgroup's effect was almost 0.25 standard deviations below the higher-performing subgroup's, with lower performers nearly 10% worse and gains above 15% for higher performers described as possible rather than definitive.
Scope: Universe: Kenyan entrepreneurs and their firms; unit: entrepreneur/firm performance; period: not displayed; denominator: randomized sample and subgroup counts not displayed. The subgroup statistics are denominator-incomplete abstract figures and should be treated as anecdotal until full denominators are known.
Structured relationships
In-corpus citations
Only source-supplied cites relationships whose two endpoints are admitted are shown. Invocation evidence remains a separate relationship.
Cites (0)
No in-corpus outgoing citation is available in the current enrichment coverage.
Cited by (4)
- Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality
- The Rapid Adoption of Generative AI
- The Cybernetic Teammate: A Field Experiment on Generative AI Reshaping Teamwork and Expertise
- The Effects of Generative AI on High-Skilled Work: Evidence from Three Field Experiments with Software Developers
Boundaries
Limitations & independence
Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.
Recorded limitations
- Abstract-level evidence only; full text was not inspected.
- Sample size, subgroup thresholds and counts, confidence intervals, outcome definitions, and follow-up period are not displayed; the higher-performer result is tentative.
- The displayed posted date precedes the written date.
Source independence
ssrn-only