Ledger Brief
Back to Learning Paths

Getting Started with AI — Zero to Confident

A 5-guide sequence for any professional who wants to start using AI without the overwhelm. Start here if you're evaluating AI for the first time.

5 guides in this path45 min total

1

A Practitioner's Framework for Evaluating AI Tools

The 5 questions every professional should ask before subscribing to any AI tool — and the red flags that should make you walk away.

9 min read

You'll be relying on AI output in your work. Here's how to know when you can trust it and when to verify.

2

AI Accuracy and Trust: When to Rely on AI Output and When to Verify

AI tools are not equally reliable across all tasks. Here's how to calibrate your trust — know where to lean on AI and where human review is non-negotiable.

9 min read

Now that you understand accuracy, let's talk about the other key question — whether the tool you're paying for offers enough value over what you could do with a general-purpose AI subscription.

3

The Wrapper Problem: Spotting AI Tools That Don't Justify the Price

Many 'AI-powered' tools are thin layers over general-purpose models. Here's how to tell which tools offer genuine value — and which ones you could replicate with a $20 subscription.

8 min read

Ready to try something? Here's a structured, low-risk plan for testing your first AI tool.

4

Your First 30 Days with AI: A Low-Risk Adoption Plan for Any Practice

A week-by-week plan for testing your first AI tool without disrupting existing workflows. Start small, measure results, decide with data.

10 min read

Before you commit to a subscription, let's make sure the math actually works.

5

The Real Cost of AI Tools: Subscription Math That Actually Matters

AI tool pricing is deceptively simple. Here's how to calculate the actual cost — including the hidden expenses most people miss — and decide when free tools are enough.

8 min read