R0007/2026-03-20/C012 — Assessment¶
BLUF¶
Confirmed. The study of 758 BCG consultants found below-average performers improved by 43% with AI while top performers improved by 17%. Published as HBS Working Paper 24-013, now in Organization Science.
Probability¶
Rating: Almost certain (95-99%) Confidence in assessment: High Confidence rationale: Based on web-accessible evidence.
Reasoning Chain¶
- 758 BCG consultants (7% of workforce) were studied. Below-average performers improved by 43% with AI; top performers improved by 17%. For 18 realistic consulting tasks inside the AI frontier, consultants using AI completed 12.2% more tasks, 25.1% more quickly, with 40%+ higher quality. [SRC01-E01, High reliability, High relevance]
Evidence Base Summary¶
| Source | Description | Reliability | Relevance | Key Finding |
|---|---|---|---|---|
| SRC01 | Navigating the Jagged Technological Frontier | High | High | See BLUF |
| ## Collection Synthesis | ||||
| Dimension | Assessment | |||
| ----------- | ------------ | |||
| Evidence quality | Medium to Robust | |||
| Source agreement | High | |||
| Source independence | Assessed per claim | |||
| Outliers | None | |||
| ### Detail | ||||
| 758 BCG consultants (7% of workforce) were studied. Below-average performers improved by 43% with AI; top performers improved by 17%. For 18 realistic consulting tasks inside the AI frontier, consultants using AI completed 12.2% more tasks, 25.1% more quickly, with 40%+ higher quality. | ||||
| ## Gaps | ||||
| Missing Evidence | Impact on Assessment | |||
| ----------------- | --------------------- | |||
| Full-text access | Low to Moderate | |||
| ## Researcher Bias Check | ||||
| Declared biases: None. | ||||
| Influence assessment: Standard verification. | ||||
| ## Cross-References | ||||
| Entity | ID | File | ||
| -------- | ---- | ------ | ||
| Hypotheses | H1, H2, H3 | hypotheses/ | ||
| Sources | SRC01 | sources/ | ||
| ACH Matrix | — | ach-matrix.md | ||
| Self-Audit | — | self-audit.md |