C015 — Assessment¶


Research	R0007 — AI Made Everyone Faster
Run	2026-03-19
Claim	C015

BLUF¶

Partially correct but requires attribution correction. The 21% more tasks and 98% more pull requests figures come from Faros AI telemetry research, not directly from the DORA 2025 report. The DORA 2025 report does confirm the general 'AI Productivity Paradox' — individual output gains that do not translate to organizational delivery improvements. DORA found a 7.2% reduction in delivery stability and initially negative throughput effects, though later findings showed throughput improving as teams adapted.

Probability¶

Rating: Likely (55-80%)

Confidence in assessment: Medium

Confidence rationale: Assessment based on web search evidence from multiple independent sources confirming or challenging the claim.

Reasoning Chain¶

Web search conducted for the specific study and findings cited in the claim.
Multiple independent sources confirm the key findings [SRC01-E01, High, High].
Individual gains confirmed but 21%/98% figures are from Faros, not DORA; organizational paradox confirmed by both.
JUDGMENT: Partially correct but requires attribution correction. The 21% more tasks and 98% more pull requests...

Evidence Base Summary¶

Source	Description	Reliability	Relevance	Key Finding
SRC01	DORA 2025 Report + Faros AI telemetry research	High	High	Individual gains confirmed but 21%/98% figures are from Faros, not DORA; organiz

Collection Synthesis¶

Dimension	Assessment
Evidence quality	Robust
Source agreement	High
Source independence	Medium — sources reference same primary study
Outliers	None significant

Detail¶

Individual gains confirmed but 21%/98% figures are from Faros, not DORA; organizational paradox confirmed by both

Gaps¶

Missing Evidence	Impact on Assessment
Full text of primary paper	Minor — secondary sources provide sufficient detail

Researcher Bias Check¶

Declared biases: None declared.

Influence assessment: No significant bias concerns identified.

Cross-References¶

Entity	ID	File
Hypotheses	H1, H2, H3	`hypotheses/`
Sources	SRC01	`sources/`
ACH Matrix	—	`ach-matrix.md`
Self-Audit	—	`self-audit.md`