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…
A Globe and Mail opinion piece argues that mandatory national service makes sense because AI will eliminate ‘many, many jobs.’ The author cites Dario …
Bank of America CEO Brian Moynihan dismisses AI job fears by comparing them to computerization in the 1960s. The argument: we panicked then and everyt…
Angi Inc. is laying off 350 employees this quarter, explicitly citing AI as the driver of operational efficiency. This is not ‘future of work’ specula…
A global AI summit convened in New Delhi with major issues on the agenda: job disruption, child safety, and the broader societal impacts of artificial…
India’s IT Minister Ashwini Vaishnaw, speaking at the India AI Impact Summit 2026, framed AI as a ‘Creator’s Ally, Not Competitor’ and emphasized upsk…
WSJ article argues the real AI danger is knowledge capture, not job replacement. The Oracle assessment: capture is displacement, just slower and more extractive.