When an AI system produces an eloquent paragraph or a sharp forecast, it feels intelligent. But that’s an illusion born of fluent output. The model isn’t thinking; it’s statistically imitating the structure of thought. It doesn’t know truth, only probability. If you ask it for a credit summary, it predicts which sequence of words most often follows “credit summary” in its training data. Its strength is correlation, not comprehension. Treating correlation as comprehension is the first cognitiv...
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When an AI system produces an eloquent paragraph or a sharp forecast, it feels intelligent. But that’s an illusion born of fluent output. The model isn’t thinking; it’s statistically imitating the structure of thought. It doesn’t know truth, only probability. If you ask it for a credit summary, it predicts which sequence of words most often follows “credit summary” in its training data. Its strength is correlation, not comprehension. Treating correlation as comprehension is the first cognitiv...
Digital Public Infrastructure: Powering a Just Energy Transition
Acalytica Lounge
10 minutes
4 months ago
Digital Public Infrastructure: Powering a Just Energy Transition
The Just Energy Transition (JET) is not only about moving from fossil fuels to renewable energy—it is about building a more inclusive and equitable society. To truly deliver on its promise, we need a robust digital backbone that enables coordination, inclusion, and transparency. This is where Digital Public Infrastructure (DPI) becomes indispensable. DPI can help scale training, employment, and support systems that ensure no one is left behind in the green economy. source: https://acalytica.c...
Acalytica Lounge
When an AI system produces an eloquent paragraph or a sharp forecast, it feels intelligent. But that’s an illusion born of fluent output. The model isn’t thinking; it’s statistically imitating the structure of thought. It doesn’t know truth, only probability. If you ask it for a credit summary, it predicts which sequence of words most often follows “credit summary” in its training data. Its strength is correlation, not comprehension. Treating correlation as comprehension is the first cognitiv...
