AI
What is the term for a machine that can think, learn, and make decisions for itself?
What is Artificial Intelligence (AI)
The two main types of machine learning?
What is Supervised learning and unsupervised learning
Name any major tech company that has heavily invested in AI.
What is Google, Meta (Facebook), Microsoft, Amazon, etc.
What is bias in AI?
When an AI system exhibits unfair or discriminatory behavior.
Name a common use of AI in healthcare.
What is Medical diagnosis, drug discovery, patient monitoring, etc.
Name the father of artificial intelligence
What is John McCarthy
This term refers to a model performing well on training data but poorly on new, unseen data.
What is overfitting?
What is ChatGPT, and what can it do?A large language model developed by OpenAI that can generate human-quality text in response to a wide range of prompts.
ChatGPT is a large language model developed by OpenAI that can generate human-quality text in response to a wide range of prompts.
Explain the concept of algorithmic accountability.
The idea that AI systems should be held accountable for their actions and decisions.
This AI technology is used to simulate human conversation and provide customer support, often improving efficiency by handling common queries and escalating complex issues to human agents.
What is Conversational AI (e.g., chatbots or virtual assistants)?
What is the Turing Test used to determine?
To determine if a machine can exhibit intelligent behavior indistinguishable from a human
This technique, often used to reduce the number of features in a data set, transforms features into a lower-dimensional space while retaining variance.
What is principal component analysis (PCA)?
What are some ethical concerns surrounding the development and use of facial recognition technology?
Bias in facial recognition algorithms, privacy concerns, and the potential for misuse by governments or individuals.
Discuss the ethical implications of using AI in warfare.
Ethical concerns include the potential for autonomous weapons to make decisions that could result in civilian casualties, and the possibility of AI being used to surveil and control populations.
This AI application focuses on generating new, human-like text or images based on learned patterns from data, with models like GPT-3 and DALL·E being popular examples.
What is Generative AI?
Explain the difference between weak AI and strong AI.
Weak AI is designed to perform specific tasks, while strong AI possesses general intelligence and consciousness.
This component of a neural network is responsible for introducing non-linearity into the model.
What is the activation function?
Discuss the potential impact of AI on the job market.
AI could automate many jobs, leading to job displacement in some sectors. However, it could also create new jobs and improve productivity.
How can we ensure that AI is developed and used in a way that benefits humanity?
By developing ethical guidelines for AI development and use, ensuring transparency and accountability, and involving diverse stakeholders in the decision-making process.
This AI method is used in autonomous systems like self-driving cars to make decisions based on maximizing rewards over time. It involves an agent interacting with an environment to learn an optimal policy.
What is Reinforcement Learning?
This company’s Watson AI defeated human champions in the game show Jeopardy! in 2011
What is IBM
This optimization algorithm is commonly used in training machine learning models and updates weights based on the gradient of the loss function.
What is stochastic gradient descent (SGD)?
Predict the future of AI in 50 years.
Predicting the future of AI is difficult, but it is likely to play an increasingly important role in our lives.
Can we truly regulate AI in a way that prevents harmful consequences?
This is a complex question with no easy answer.
This AI technology, often utilized in chatbots and virtual assistants, generates human-like text based on deep learning models and has revolutionized natural language processing with architectures like GPT-4.
What is Large Language Model (LLM) technology