Learn Research News Live

Agentic AI The Complete Guide Claude Skills The Complete Guide Prompt Engineering The Complete Guide Context Engineering The Complete Guide

letaido.com →

The Letaido Blog

Learn agentic
marketing.

For marketers who want to use AI to automate their work, grow their business, and stay at the absolute bleeding edge of what AI can do.

All posts Learn agentic marketing Research News

Jun 19, 2026 · News

This week in AI: DeepSeek-V4 previews million-token context and Baseten targets a $1.5B round

DeepSeek-V4 and GLM-5.2 push longer context. Baseten, OpenAI, and Amazon’s chip push show where the money is moving.

Read →

Jun 19, 2026 · Learn agentic marketing

What Is Agentic AI? A Plain-English Guide

Agentic AI plans, acts, and runs without hand-holding. Here's what that means, how it differs from chatbots, and what it looks like for a marketing team.

Read →

← Newer Page 5 of 5 Older →

Test yourself

What's your Marketer's AI IQ?

15 quick questions. Get your score and see how you stack up against everyone else.

Community scores

280 marketers tested · average 9.7/15

Can you beat it? ↓

19%

22%

21%

10%

12%

score, as % correct

Question 1 of 15

What does an AI “agent” do that a plain chatbot doesn’t?

Generates text from a prompt Takes multi-step actions toward a goal, using tools Stores your chat history Runs only on your own computer

In a large language model, what is a “token”?

A unit of text (roughly a word-piece) the model reads/writes A login credential for the API A paid credit you spend per message A type of neural network layer

What does RAG (retrieval-augmented generation) solve?

Makes the model respond faster Grounds answers in your own documents/data Removes the need for prompts Trains a model from scratch

An LLM “hallucination” is best described as…

A server error A confidently stated but false/unsupported answer An image the model generates A blocked/unsafe response

Which is the clearest example of marketing automation with an agent?

Scheduling a social post for next Tuesday An agent that researches keywords, drafts a brief, and files it for review A/B testing a subject line A spell-checker in your CMS

What is a “system prompt”?

The user’s typed question Background instructions that set the model’s role and rules The model’s training data An error message from the API

Why does a model have a “context window” limit?

Legal restrictions on output length It can only attend to a finite amount of text at once To force you to upgrade your plan Browsers cap the response size

“Fine-tuning” a model means…

Writing a better one-off prompt Further-training it on your own examples to specialize it Increasing its temperature setting Connecting it to the internet

What is “zero-shot” prompting?

Asking the model to do a task with no examples in the prompt Prompting with exactly zero words Disabling the model’s memory A prompt that always fails the first time

“Few-shot” prompting improves results by…

Making the prompt as short as possible Showing the model a few worked examples before your real request Running the same prompt a few times and averaging Lowering the temperature to zero

What does “chain-of-thought” prompting encourage the model to do?

Answer as fast as possible Reason through intermediate steps before giving the answer Chain several models together Only ever reply in a single word

“Prompt chaining” means…

Repeating one prompt until it works Splitting a big task into steps where each output feeds the next prompt Linking your prompt to a paid plan Chaining the model to a single topic

When is zero-shot usually a better choice than few-shot?

When the task is simple and the model already knows the format When you need a very specific, unusual output format When accuracy matters more than anything Never — few-shot is always better

What is a Claude “Skill”?

A paid add-on subscription A packaged set of instructions, scripts and resources an agent loads on demand A model size tier A type of API key

A key best practice when writing a Claude Skill is to…

Cram every possible instruction into one giant file Write a clear description so the agent knows exactly when to use it Avoid giving it any examples Keep the trigger conditions vague

Your AI IQ

0 / 15

You vs everyone who took it

Put an AI agent to work on your marketing.

Meet Letaido — always on, connected to your Ahrefs data.

Visit letaido.com →

Learn agentic marketing.

This week in AI: DeepSeek-V4 previews million-token context and Baseten targets a $1.5B round

What Is Agentic AI? A Plain-English Guide

What's your Marketer's AI IQ?

Learn agentic
marketing.