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David
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David 8 months ago
Researchers Uncover Hidden Ingredients Behind AI Creativity Image generators are designed to mimic their training data, so where does their apparent creativity come from? A recent study suggests that it’s an inevitable by-product of their architecture.
Quanta Magazine
Researchers Uncover Hidden Ingredients Behind AI Creativity | Quanta Magazine
Image generators are designed to mimic their training data, so where does their apparent creativity come from? A recent study suggests that it’s ...
 #AI #Art
David's avatar
David 9 months ago
"By comparing LRMs with their standard LLM counterparts under equivalent inference compute, we identify three performance regimes: (1) low- complexity tasks where standard models surprisingly outperform LRMs, (2) medium-complexity tasks where additional thinking in LRMs demonstrates advantage, and (3) high-complexity tasks where both models experience complete collapse."
Apple Machine Learning Research
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
Recent generations of frontier language models have introduced Large Reasoning Models (LRMs) that generate detailed thinking processes…
 #AI #LLM #Reasoning
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