Quiz on Generative AI Agents

What is the primary function of an agent in Generative AI?

• To generate random text

• To achieve a goal by observing the world and acting upon it

• To store data permanently

• To replace human intelligence

Which of the following is NOT a component of an agent's cognitive architecture?

• The orchestration layer

• The user interface

• The tools

• The model

Answer explanation

Model: centralized decision maker for agent processes. constrained by their inability to interact with the outside world

+Tools: bridge the gap between the model capabilities and the external world. Agents can access and process real-world information

(ie. RAG)

+Orchestration: cyclical process that governs how the agent takes in information, performs some internal reasoning, and uses that reasoning to inform its next action or decision

What do tools in the context of agents primarily enable?

• Generation of static responses

• Access to training data

• Storage of user queries

• Interaction with external data and services

Which reasoning framework is used as a method for agents to process information?

• Chain-of-Thought

• Deep Learning

• Supervised Learning

• Reinforcement Learning

Answer explanation

ReAct: Prompt engineering framework that provides a thought process strategy for language models to Reason and take action on a user query, with or without in-context examples

Chain-of-Thought (CoT): Prompt engineering framework that enables reasoning capabilities through intermediate step

Tree-of-thoughts (ToT): Prompt engineering framework that generalizes over chain-of-thought prompting and allows the model to explore various thought chains that serve as intermediate steps for general problem solving

¿Qué iniciativas de innovación tenemos en marcha actualmente?

• Design to code

• Dominación mundial

• Agentes de evaluación de contenido

• Frontend con Copilot y Gaia