Agent vs Distillation
Agent (AI Agent) and Distillation (Model Distillation) both come up in ai & ml conversations and get confused. Here's the plain-English difference, side by side, so you can use each one with confidence.
The key difference: Agent refers to ai agent, while Distillation refers to model distillation — they describe different things even when they show up in the same sentence.
Agent — AI Agent
An autonomous workflow where a model plans, calls tools, and acts toward a goal with minimal human steering. Agents are powerful where the cost of being wrong is low — and dangerous everywhere else without guardrails.
Distillation — Model Distillation
Training a smaller "student" model to mimic a larger "teacher" model. Distillation is how you take a flagship-quality experience and ship it at a price you can defend in a P&L.
Full Distillation definition →
When to use Agent
Reach for "Agent" when the conversation is specifically about ai agent. An autonomous workflow where a model plans, calls tools, and acts toward a goal with minimal human steering. Agents are powerful where the cost of being wrong is low — and dangerous everywhere else without guardrails.
When to use Distillation
Reach for "Distillation" when the conversation is specifically about model distillation. Training a smaller "student" model to mimic a larger "teacher" model. Distillation is how you take a flagship-quality experience and ship it at a price you can defend in a P&L.
FAQs
What is the difference between Agent and Distillation?
Agent stands for AI Agent — An autonomous workflow where a model plans, calls tools, and acts toward a goal with minimal human steering. Agents are powerful where the cost of being wrong is low — and dangerous everywhere else without guardrails. Distillation stands for Model Distillation — Training a smaller "student" model to mimic a larger "teacher" model. Distillation is how you take a flagship-quality experience and ship it at a price you can defend in a P&L.
Are Agent and Distillation the same thing?
No. They're often used in the same conversation because they're related, but they describe different concepts. Agent = AI Agent. Distillation = Model Distillation.
When should I use Agent vs Distillation?
Use Agent when you're specifically referring to ai agent. Use Distillation when the topic is model distillation.