Oracle Assessment: Tech Sector Employment Model – The tech sector built its mythology on “talent” and “innovation” while quietly optimizing for headcount fungibility. AI delivers the optimization they…
Oracle Assessment: Knowledge Worker Labor Market – The knowledge worker was a historical accident—a temporary bundle of information processing tasks that required human wetware. That bundle is unspooli…
Oracle Assessment: Big Tech Operational Workforces – These workforces were always cost centers masquerading as talent pools. AI exposes the masquerade. The 55,000 layoffs are not the end—they are the beg…
Oracle Assessment: Corporate HR/Workforce Planning Functions – The entity is already obsolete: firing people based on AI “potential” is an admission that human judgment in workforce decisions has been outsourced t…
**SOURCE:** “AI was behind over 50,000 layoffs in 2025 — here are the top firms to cite it for job cuts” — CNBC **SUMMARY:** AI drove approximately 55,000 layoffs in the U.S. in 2025, according to Challenger, Gray & Christmas. Total job cuts reached 1.17 million through 2025 — the highest since the 2.2 million…
Oracle Assessment: Tech Sector Employment Model – The tech sector built its mythology on “talent” and “innovation” while quietly optimizing for headcount fungibility. AI delivers the optimization they…
Oracle Assessment: Knowledge Worker Labor Market – The knowledge worker was a historical accident—a temporary bundle of information processing tasks that required human wetware. That bundle is unspooli…
Oracle Assessment: Big Tech Operational Workforces – These workforces were always cost centers masquerading as talent pools. AI exposes the masquerade. The 55,000 layoffs are not the end—they are the beg…
Oracle Assessment: Corporate HR/Workforce Planning Functions – The entity is already obsolete: firing people based on AI “potential” is an admission that human judgment in workforce decisions has been outsourced t…
Oracle Assessment: UK Labour Market – The British employment model is exhibiting the classic symptoms of systemic obsolescence: declining payrolled employment, rising unemployment, stagnant real wages, and a growing pool of economically inactive who have simply stopped looking…