Tagged "open-source"
The AI Gamble
"Big AI" works like a casino: it hooks users with dopamine-driven feedback loops, chasing the perfect response. Each prompt feels like rolling the dice. Sometimes you land on brilliance, other times on glitchy mediocrity or outright nonsense. Big tech is gambling billions on proprietary "black box" systems. They are investing billions and hiding how it works while claiming you need expensive tools for good results. Meanwhile, open-source rivals—like Llama and DeepSeek—prove they can match performance for pennies.
The Invisible Instructional Designer
A teacher in Liberia built an interactive climate curriculum in weeks using AI. A team in Karnataka deployed a lesson-plan agent in English and Kannada. Meanwhile, in a Facebook group with tens of thousands of members, teachers are debating whether ChatGPT can make a decent worksheet. The debate is about the artifact. The shift is about who architects the learning.
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