Software 2.0
A term referring to neural networks and their weights as a new form of programming, distinct from traditional code.
Common Themes
Videos Mentioning Software 2.0
Jim Keller: The Future of Computing, AI, Life, and Consciousness | Lex Fridman Podcast #162
Lex Fridman
A concept described by Andrej Karpathy, where software is 'programmed' by data and networks, signifying a fundamental shift in software development.
Charles Isbell and Michael Littman: Machine Learning and Education | Lex Fridman Podcast #148
Lex Fridman
A paradigm where programming involves designing hyperparameter space and managing data for neural networks, rather than explicit code writing.
Chris Lattner: The Future of Computing and Programming Languages | Lex Fridman Podcast #131
Lex Fridman
A concept advocating for solving problems by training deep learning models rather than writing explicit imperative code, offering structured solutions and accessibility but with trade-offs in efficiency and robustness.
Michael Levin: Biology, Life, Aliens, Evolution, Embryogenesis & Xenobots | Lex Fridman Podcast #325
Lex Fridman
Andrej Karpathy's term for a new programming paradigm where systems are configured using machine learning, particularly artificial neural networks, by adjusting hyperparameters rather than writing explicit code.
Guido van Rossum: Python | Lex Fridman Podcast #6
Lex Fridman
A term coined by Andrej Karpathy to describe programming that relies on training neural networks with data, rather than explicitly writing rules.
Andrej Karpathy: Software Is Changing (Again)
Y Combinator
A term referring to neural networks and their weights as a new form of programming, distinct from traditional code.
Andrej Karpathy: Tesla AI, Self-Driving, Optimus, Aliens, and AGI | Lex Fridman Podcast #333
Lex Fridman
A paradigm shift coined by Karpathy where neural networks, trained on massive datasets, write software, moving away from explicit human-coded instructions.
Peter Wang: Python and the Source Code of Humans, Computers, and Reality | Lex Fridman Podcast #250
Lex Fridman
A term for programming paradigms where code is primarily written by machine learning models and data-driven methods, rather than explicit human instructions.