Knowledge

[1] World Economic Forum — Future of Jobs Report 2025

The 63%: employers naming skills gaps the biggest barrier to transformation. Also the top-ten skills for 2030.

[3] McKinsey Global Institute — Agents, robots, and us (2025)

57% of U.S. work hours technically automatable with today’s technologies — the Robot elephant’s number.

[4] Asana — Anatomy of Work Index

209 hours a year per knowledge worker on duplicated work — the Duplicate elephant’s number.

[5] Oracle & Seth Stephens-Davidowitz — The Decision Dilemma (2023)

78% of leaders say decisions come first and data is found to justify them — the Bias elephant’s number. n=14,250, 17 countries.

[6] RAND Corporation — The Root Causes of Failure for AI Projects (2024)

The #1 root cause of AI project failure: misunderstanding the problem to be solved — the Mirage elephant’s evidence.

[7] IBM Institute for Business Value (2025)

More than one organization in four estimates losing $5M+ a year to poor data quality — the Fuzzy elephant’s number.

[8] Atlassian — State of Teams 2025

25% of teams’ time goes to just searching for answers — the Silo elephant’s number. n=12,000.

[withdrawn] Panopto — Workplace Knowledge & Productivity Report (2018)

Withdrawn 2026-08-23: “42% of a role’s knowledge is held by one person only”, the Guru elephant’s former number. Its only support was a 2018 vendor survey with no quotable sentence carrying the figure, and a search for a stronger measurement refused every candidate — the closest was peer-reviewed but measured software projects, not roles. The elephant stands; the statistic does not.

[10] Microsoft & LinkedIn — Work Trend Index 2024

78% of AI users bring their own AI to work, outside any governance — the Shadow elephant’s number. n=31,000.

[11] Lee et al. (Microsoft & Carnegie Mellon) — The Impact of Generative AI on Critical Thinking, CHI 2025

Across 936 real GenAI tasks: more trust in the AI, less critical thinking reported — the Zombie elephant’s evidence.