Complete the sentence to explain what contributes most to the environmental cost of training AI models.
The main factor causing high environmental cost in AI training is the [1] used by computers.
Electricity powers the computers and data centers that train AI models, leading to energy consumption and environmental impact.
Complete the sentence to identify a key environmental impact of AI training.
Training large AI models can lead to increased [1] emissions, which affect climate change.Carbon dioxide (CO2) emissions result from burning fossil fuels to generate electricity, contributing to climate change.
Fix the error in the statement about AI training energy use.
AI training uses [1] energy, which is always renewable and clean.
AI training sometimes uses renewable energy, but often relies on non-renewable sources, so it is not always clean.
Fill both blanks to complete the sentence about reducing AI's environmental impact.
To lower the environmental cost, AI developers can [1] model size and [2] energy-efficient hardware.
Reducing model size and using energy-efficient hardware helps decrease energy consumption and environmental impact.
Fill all three blanks to complete the dictionary comprehension about AI training factors.
impact = { [1]: [2] for [3] in ['energy', 'hardware', 'data'] }This dictionary comprehension creates keys and values named after each factor in the list.