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AI that Matter

AI, Data, Energy

The Growing Energy Demands of AI and Data Centers

ByJessica Wong
Feb 20, 2024 3:44 pm

Data centers that power AI systems already account for around 1-1.5% of global electricity use. Continued growth in AI adoption could drive up energy demand substantially. One estimate suggests NVIDIA shipping 1.5 million AI servers by 2027 could use over 85 terawatt-hours annually, more than many small countries consume.

Illustration: Prejudiced AI Models / aidigitalx

AI Models, Bias, Data

Can Biased Data Lead to Prejudiced AI Models? Investigating Algorithmic Bias

BySteve Rick
Feb 7, 2024 10:04 pm

Biased data can indeed lead to prejudiced AI models. When the data used to train an AI model contains biases, those biases can be reflected in the model's outputs and decisions. This phenomenon is often referred to as "algorithmic bias."

Data

Data fuels AI and AI generates Data

ByExpert
May 12, 2024 10:01 am

Data serves as the lifeblood of AI, while AI acts as the catalyst for data. Data and AI share a symbiotic relationship, with data fueling AI and AI generating data. These two elements are mutually dependent, as data shapes AI, and AI transforms data.