0
Applied AI·August 5, 2026·1 min read

Silicon Valley sees AI as the solution – for everyone else

Share

The critique that AI is a solution for “everyone else” is a warning about misaligned incentives — value to vendors vs value to workers and citizens. If you’re deploying AI internally, you’ll need a narrative and metrics that show tangible upside for the people using it, not just the balance sheet.

Applied AI

Developers in Africa are increasingly choosing Chinese open-source AI models over US models, saying they are downloadable, easier to customize, and much cheaper

African teams building tools like Sunflower on Chinese open-source models because they’re cheaper and easier to customize is a concrete shift in AI soft power. If you’re a US or European model provider, local language support, offline access, and permissive licensing are no longer nice-to-haves in emerging markets — they’re the entry ticket.