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Geoffrey Hinton | Collaboration with Ilya, problem-solving, and the impact of intuition on AI
Timestamps Early inspirations (00:00:00) Meeting Ilya Sutskever (00:05:05) Ilya’s intuition (00:06:12) Understanding of LLMs (00:09:00) Scaling neural networks (00:15:15) What is language? (00:18:30) The GPU revolution (00:21:35) Human Brain Insights (00:25:05) Feelings & analogies (00:29:05 Problem selection (00:32:58) Gradient processing (00:35:21) Ethical implications (00:36:52) Selecting talent (00:40:15) Developing intuition (00:41:49) The road to AGI (00:43:50) Proudest moment (00:45:00)
TrustLLM: Robustness
Abstract Introduction Background Trust LLM Preliminaries Assessments Trustworthiness Truthfulness Safety Fairness Robustness Privacy Protection Machine Ethics Transparency AccountabilityOpen Challenges Future WorkConclusions