Yellow.ai

Describe the typical agent execution loop.

Spot the error in this explanation of temperature.

Compare LoRA r=8 vs r=64 on a 13B model on the quality vs cost curve

When is a fixed LCEL chain preferable to an agent loop, and what is the decisive question to ask?

Is it true that four data epochs roughly match unique tokens?

What is agentic RAG, and how does it differ from single-shot RAG?

Identify the key difference between Word2Vec and SBERT style embeddings

Compare CrewAI, AutoGen, and LangGraph coordination models and their reliability tradeoffs

List SWE-bench, AgentBench, GAIA, and TAU-bench: what they measure, their shared blind spots, and how to interpret agent benchmark numbers.

How does least privilege tool scoping reduce security risk in an agent system?