How Does AI Affect Water in South Africa?
AI is reshaping industries globally, but what does it actually mean for South Africa's water resources? We investigate the evidence, separate the hype from the facts, and ask the question that matters most.
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Set up an organisation and projects, then invite the team. Roles and audit history are scoped from the start.
Give each key a project, a spend cap, a rate limit and a model allow-list, before a single request is billable.
Point the OpenAI SDK at one endpoint and start making requests. Switching model is a string change.
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19 providers tracked with current pricing, context limits and benchmarks — from OpenAI and Anthropic to the Chinese open-weights labs.
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AI is reshaping industries globally, but what does it actually mean for South Africa's water resources? We investigate the evidence, separate the hype from the facts, and ask the question that matters most.
A local region doesn't mean local inference, a rand invoice doesn't mean rand exposure, and POPIA doesn't require in-country processing. The three questions South African teams should answer before committing to an AI provider.
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