- Essays··7 min read
Nelson Mandela Bay Audits The Curriculum
Africa is deploying manufacturing AI faster than it is training the people who will keep it running — a gap auditable from Port Elizabeth's automotive cluster to Nigeria's 3MTT programme. An audit of 55 Nelson Mandela Bay manufacturers found 80.4 per cent lacking digital foundations for technology-enabled roles. Meanwhile, continent-wide AI curricula offer no manufacturing, OT-security or plant-floor track. The industrial-AI workforce does not yet exist.
africamanufacturing-aiskills-gapworkforce-developmentRead - Essays··8 min read
BMW just put a number on humanoid ROI · the rest of manufacturing is watching
BMW's ten-month, 30,000-unit deployment of Figure AI's humanoid at Plant Spartanburg has shifted the industry's central question from 'can it work?' to 'at what cost, and where?' With unit costs projected below $17,000 by 2030 and current ROI timelines compressing toward 14 months, humanoid robots are becoming a capital-allocation decision. The binding constraint has moved from hardware to integration.
humanoid-robotsmanufacturing-aiindustrial-automationphysical-aiRead