General AI
What is NLP?
Natural Language Processing
What is supervised learning?
This type of machine learning uses labeled training data to make predictions.
What is an example of AI in a smartphone?
I am the Judge! 😛
What is an AI Agent?
An AI agent is a software program that acts autonomously to achieve specific goals, moving beyond chatbots by planning, reasoning, and using tools to execute multi-step tasks.
What programming language are most of the LLMs wrapped in?
Python
What is semi-supervised learning?
Semi-supervised learning is a hybrid machine learning approach which uses both supervised and unsupervised learning. It uses a small amount of labelled data combined with a large amount of unlabeled data to train models. Example: Speech Recognition, Facial Recognition, etc.
What are these - pandas, numpy, scikit-learn?
Python libraries
What is MCP?
Model Context Protocol. The Model Context Protocol (MCP) is a protocol designed to enable AI models to interact seamlessly with external tools and services. It acts as a bridge between AI models and external services, creating a standardized communication framework that enhances tool integration, accessibility, and AI reasoning capabilities.
What is the current base architecture used in LLMs?
(For example, Claude, Gemini, GPT, etc.?)
The Transformer Model (Created by Google)
What is a confusion matrix?
An aggregation matrix of actuals vs predicted
What is overfitting?
This concept describes a model that performs well on training data but poorly on new, unseen data.
Why is Google's TurboQuant important?
To reduce memory overhead in Vector Quantization i.e. compression of high dimensional vectors
What is Turing test?
The Turing test, proposed by Alan Turing in 1950, is a method for determining if a machine can exhibit human-like intelligence. It involves a human judge engaging in natural language conversations with another human and a machine, both hidden. If the judge cannot reliably tell which is which, the machine passes.
What is gradient descent?
The process of adjusting model parameters to minimize a loss function.
What is an API?
Application Programming Interface - is a set of rules and protocols that allows two different software programs to communicate and exchange data with each other.
Why was NemoClaw needed?
OpenClaw is an open-source, self-hosted autonomous AI agent platform that runs locally on a user's machine (laptop, server, or Mac Mini) to automate tasks. This got hacked because of not having proper security protocols. Hence NemoClaw was needed.
"This term refers to machines performing tasks that normally require human intelligence, such as reasoning or perception."
What are we talking about?
What is the formal definition of AI according to the 1956 Dartmouth Conference?
What is reinforcement learning?
This machine learning approach uses rewards and penalties to learn optimal actions over time.
Compute Unified Device Architecture is made by?
Nvidia made CUDA. CUDA is for AI and HPC
What is a low level access graphics API made in 2016 by the Khronos Group that is known for being extremely compatible and is one of the top 3 graphics APIs for applications, next to:
Metal (Apple) and Direct X12 (Microsoft)
Vulkan