On AI Education
- Source: https://www.youtube.com/watch?v=bzaMyYqJ030&t=476s
- Channel: Adnan Darwiche
- Related: AI, Human-Level Intelligence or Animal-Like Abilities?
Notes
What just happened in AI and how it is being misunderstood
- two main ways to tackle a problem
- model-based
- represent and reason
- using logic and probability
- function-based
- fit function to data
- just give me data, make a blackbox
- no need to understand exactly what’s going on under the hood
- using Neural Network
- taught in the classrooms
- good for tasks usually associated with perception or cognition
- fit function to data
- model-based
- eras of AI
- knowldge representation and reasoning
- very
CSbased
- very
- machine learning
- very Statistics and Optimization based
- neural networks
- mostly Engineering based
- knowldge representation and reasoning
- as we are moving forward the background of researchers are being diluted
- now the tech is being deployed and it’s hitting walls
- there is need of logic skills in the next generation of AI research
- solid computer science education is needed