Understanding AI: From Basics to Challenges

Who made the statement 'Common sense is not so common'?

• Isaac Newton

• Albert Einstein

• Voltaire

• Marie Curie

What is a significant environmental concern associated with training large AI models?

• Air pollution

• Soil erosion

• Carbon footprint

• Water consumption

What is a direct consequence of the high cost of training extreme-scale AI models?

• Concentration of power in few tech companies

• Global warming

• Decrease in smartphone usage

• Increased internet speed

What is NOT a challenge mentioned regarding extreme-scale AI models?

• They have a massive carbon footprint

• Only a few companies can afford them

• They require too much physical space

• They are expensive to train

What analogy is used to describe the challenge of giving AI common sense?

• Dark matter

• Building a bridge

• Crossing an ocean

• Climbing a mountain

What does the speaker compare AI's lack of common sense to?

• A car without fuel

• A book missing pages

• A child learning to walk

• A puzzle missing pieces

What is NOT listed as a type of data used to train modern AI?

• Raw web data

• Animal behavior studies

• Crafted examples

• Human judgments

What does the speaker suggest is necessary to make AI safer?

• Teaching it to play more games

• Teaching human norms and values

• Increasing its internet access

• Giving it control over more devices

According to the talk, what is essential for AI to be sustainable and humanistic?

• Larger datasets

• Faster processing speeds

• More GPUs

• Common sense, norms, and values

What does the speaker envision as a critical step towards improving AI?

• Focusing solely on language models

• Ignoring common sense

• Reducing the use of GPUs

• Synthesizing ideas for a balanced scale