- Essays··8 min read
The Kilometre Between the Certificate and the Payroll
Nigeria's 3MTT reports a 99.6% completion rate across 135,000 fellows, a figure measuring whether they finished an assessment, not whether they hold jobs that use the training. The IMF's baseline scenario projects a 0.2% productivity lift for sub-Saharan Africa over the coming decade under current conditions. Until programmes publish cohort-level employment outcomes at six and twelve months, the headline numbers describe ambition, not labour markets.
africa-ailabour-marketsnigeriaskills-policyRead - Essays··7 min read
The Gulf's Industrial AI Curriculum Is Missing Its Middle Rung
Across the Gulf's flagship industrial operators, public commitments to AI reskilling have assembled a recognisable two-track system: research master's programmes at KAUST and MBZUAI at the top, SDAIA and ADNOC bootcamps at the bottom. The publicly disclosed plan documents have no middle rung, no plant-embedded practitioner who can translate an anomaly-detection alert into a shutdown call at a DCS console at 3am.
gulf-workforceindustrial-aiskills-gapai-educationRead - Essays··7 min read
the EU keeps publishing the memo. it still hasn't built the credential.
Europe has the frameworks and four fresh sets of guidelines. What it still doesn't have, in operational form, is the credential in the middle of the stack: independently assessed, portable across all 27 states, the thing a vendor course maps to rather than competes with.
ai-educationeu-digital-policycredentialingai-sovereigntyRead - Essays··8 min read
Europe's AI talent pipeline is leaking at both ends
Europe builds compute it must import and under-builds the people it already has. We are spending three orders of magnitude more on machines than on curriculum, and the talent keeps walking out the door.
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