The State of AI: How Organizations Are Rewiring to Capture Value
- Source organization
- McKinsey & Company
- Evidence role and boundary
- Commercial survey evidence; association does not establish causation.
- Publication
- DGW-2026-10-03
ZAPHAN Provenance Record · DGW-2026-10-03
Evidence behind “AI Work Redesign: Know When to Assist, Rebuild, Wait, or Quit”
ZAPHAN compares evidence across methods and operating contexts. Commercial surveys remain associations; experimental and audit findings retain their populations, conditions, and generalization limits.
The Agentic Imperative: Generating Impact
- Source organization
- Accenture
- Evidence role and boundary
- Commercial survey and practitioner guidance; findings remain context-bound.
- Publication
- DGW-2026-10-03
Artificial Intelligence: IRS Actions Needed
- Source organization
- U.S. Government Accountability Office
- Evidence role and boundary
- Independent audit of 126 IRS AI use cases in a U.S. federal-agency context.
- Publication
- DGW-2026-10-03
Generative AI at Work
- Source organization
- NBER
- Evidence role and boundary
- Field evidence from 5,179 customer-support agents; transfer requires local validation.
- Publication
- DGW-2026-10-03
Early-2025 AI and Experienced Open-Source Developer Productivity
- Source organization
- METR
- Evidence role and boundary
- Randomized evidence from 16 experienced developers and 246 tasks in the studied setting.
- Publication
- DGW-2026-10-03
The Cybernetic Teammate
- Source organization
- Dell’Acqua et al.
- Evidence role and boundary
- Frozen 2025 working-paper field experiment with 776 professionals; setting-specific.
- Publication
- DGW-2026-10-03
Agentic AI in Organisations
- Source organization
- OECD
- Evidence role and boundary
- Qualitative practitioner evidence on heterogeneous, governance-dependent adoption.
- Publication
- DGW-2026-10-03
Rights-safe presentation
This publication uses original ZAPHAN analysis, concise attribution, and links to public source pages. It does not reproduce third-party charts, tables, screenshots, PDFs, graphics, or substantial source expression.