David's avatar
David
npub1cfhh...khav
David's avatar
David 7 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
David's avatar
David 7 months ago
Nick Clegg: Artists’ demands over copyright are unworkable
Nick Clegg: Artists’ demands over copyright are unworkable
The former Meta executive claims that a law requiring tech companies to ask permission to train AI on copyrighted work would ‘kill’ the industry
 “So, I think people should have clear, easy to use ways of saying, no, I don’t. I want out of this. But I think expecting the industry, technologically or otherwise, to preemptively ask before they even start training — I just don’t see. I’m afraid that just collides with the physics of the technology itself.” #AI #UK #Copyright
↑