She recognized the clustering algorithm she was researching was comparable to another classical machine-Finding out algorithm, called contrastive learning, and started digging deeper in the arithmetic. Alshammari observed that both of these disparate algorithms could possibly be reframed using the exact same underlying equation.

The framework they made, information and facts contrastive Understanding (I-Con), shows how several different algorithms is usually seen with the lens of this unifying equation. It includes every thing from classification algorithms which can detect spam towards the deep Understanding algorithms that electrical power LLMs.

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