Bots in the Wild
This two-word term describes the simulation of human intelligence in machines.
What is Artificial Intelligence (AI)
This phenomenon occurs when an AI reflects the societal prejudices present in its training data, such as a recruiting tool that favors male candidates because it was trained on historical resumes from a male-dominated industry.
What is AI Bias / Algorithmic Bias?
What is the large language model that is widely used in generative AI chatbots?
What is the GPT / Generative Pre-trained Transformer?
In the 2015 film Age of [...BLANK...], this hostile AI bents on humanity's destruction & the Avengers have to stop it.
What is Ultron?
This colorfully named problem refers to the difficulty humans have in seeing how an AI reached a specific conclusion, making it hard to audit for fairness.
What is the Black Box problem?
This subset of machine learning utilizes multiple layers of interconnected nodes, modeled after the human brain, to extract increasingly complex features from raw data without manual feature engineering.
What is Deep Learning?
This IBM AI system beat human champions on Jeopardy! in 2011.
What is IBM Watson?
To protect artists and writers, many ethical debates focus on whether "Fair Use" laws apply when companies use this material to train their models without permission.
What is Intellectual Property / or Copyrighted Data?
Unlike discriminative models that label or classify existing data, this specific type of architecture is trained to learn the underlying probability distribution of a dataset in order to create entirely new, original examples.
What is Generative Neural Network?
Originally called "The Imitation Game," this 1950 proposal suggests that a machine can be considered "intelligent" if a human judge cannot distinguish its written responses from those of another human.
What is the Turing Test?
Over-reliance on AI for companionship or decision-making could negatively impact this human abilities essential for effective social interaction.
What is Social / Interpersonal Skills?
This phenomenon occurs because Large Language Models are designed to predict the most statistically probable next word rather than retrieve facts; as a result, the model may confidently invent things that do not exist.
What is Hallucination?