6-lesson course · about 2 hours

Turning Artist Notes into Prompts That Keep the Artist's Intent

For Artists, producers, managers and music teams responsible for creative decisions, release preparation and the details that connect them

Everything for Music teams

Convert informal voice memos and vague notes into structured briefs and prompts that hold the artist's vision and flag unclear requirements.

Try lesson 1 freeSee what you’ll learn

What you’ll be able to do

By the end, you can…

Protect the core of the songIdentify and name the fixed elements of a track that must not be lost or flattened during AI generation. Use these to build a brief that sets hard boundaries for the AI to preserve the artist's original vision.
Translate vague directionConvert informal notes like 'darker' or 'more like the demo' into descriptive, structured prompts. Use these to generate contrasting sketches in tools like Suno that give the artist clear options to review.
Stop the creative driftWrite briefs that separate artist preferences from factual requirements. Mark open questions and assign owners to missing information in voice memos before they become costly problems during the release.
Ensure traceable approvalsLabel AI outputs with their specific prompts and version numbers. Create a trace record so that when a version is approved, you can identify exactly which prompt and settings produced that result.
Master the listening memoDraft professional listening memos that separate what was actually heard in a take from what the reviewer prefers. This prevents subjective taste from overwriting the written project requirements.
Judge by the brief, not tasteValidate AI outputs against the fixed elements named in your written brief. Determine if a version is a success based on stated intent rather than personal preference or the machine's first pass.

How it works

A tutor that meets you where you are

  1. Adaptive LessonsThe course content is not static. The lessons automatically adjust their depth and complexity to match your current skill level as you progress through the material.
  2. One-on-One AI TutorYou have a dedicated AI tutor available throughout the course. You can ask for clarification, explore examples, or get help with a concept using either typed text or spoken voice.
  3. Reinforced LearningTo ensure the material sticks, every lesson is paired with interactive quizzes and digital flashcards. These tools help you practice the frameworks for briefing and traceability before moving forward.
  4. Progress TrackingStay organized with a clear dashboard that monitors your advancement through the modules. Once you have mastered all the outcomes, you will receive a certificate of completion.

Curriculum

The curriculum

This two-hour course is divided into two modules focused on the translation of intent and the validation of results.

Module 1Structuring the Creative Brief3 lessons

  1. 1Identifying Fixed Elements
    • Identify fixed elements in a set of informal artist notes
    • Write a brief that explicitly names the elements the AI cannot change
  2. 2Translating Vague Direction
    • Translate vague artist adjectives into descriptive AI prompts
    • Create a set of contrasting sketches using tools like Suno for artist review
  3. 3Managing Assumptions and Open Questions
    • Spot missing information in artist voice memos
    • Mark open questions and assign owners to those gaps in the written brief

Module 2Reviewing and Tracking AI Outputs3 lessons

  1. 4Labeling for Traceability
    • Label AI outputs with their specific prompts and version numbers
    • Trace an approved output back to the prompt that generated it
  2. 5Writing Listening Memos
    • Draft a listening memo that separates 'hearing' from 'preference'
    • Judge an AI output against a written brief rather than personal taste
  3. 6Judging Outputs Against the Brief
    • Validate if an AI output adheres to the fixed elements named in the brief
    • Determine if an output is an approved version based on the trace records

Who it’s for

Made for you if…

Made for: Artists, producers, managers and music teams responsible for creative decisions, release preparation and the details that connect them

Music Producers

You often receive voice memos and vague notes like 'darker' or 'more like the demo' that are hard to quantify. This course helps you translate those adjectives into structured prompts so your AI drafts stop drifting away from the artist's original vision.

Artist Managers

You act as the bridge between creative chaos and a finished release. You will learn to convert loose direction into professional creative briefs that flag missing information and assign owners to open questions before they become release problems.

Independent Artists

You know exactly how your song should feel, but that intent often gets lost when using AI tools or working with collaborators. You will learn to identify the fixed elements of your track that must not be changed and how to judge outputs against your stated intent.

Release Managers

You struggle with version control when multiple AI sketches are generated. This course teaches you how to label outputs with specific prompts and version numbers so that approvals are traceable and you never lose the 'winning' take.

Questions

Good to know

What specifically does this course teach me to do with vague artist notes?

You will learn to translate informal notes and adjectives, such as 'darker' or 'more like the demo,' into descriptive AI prompts. The course teaches you how to create contrasting sketches using tools like Suno so the artist can review different interpretations of their intent.

What is a 'fixed element' and why is it important?

A fixed element is a specific part of a song that must not be changed or lost during the AI generation process. You will learn how to identify these elements in artist notes and explicitly name them in your brief to prevent the AI from flattening or altering the core of the track.

How does the course help prevent 'drift' in AI-generated drafts?

The course teaches you to write structured briefs that separate an artist's preferences from factual requirements. By marking open questions and assigning owners to missing information, you ensure that gaps in direction are filled before they become problems in the final release.

What is a listening memo and how is it different from a standard review?

A listening memo is a structured document that separates 'hearing'—what is actually present in the audio—from 'preference'—what the reviewer wants to change. This allows you to judge AI outputs against the original written brief rather than relying on personal taste.

How do I keep track of which prompt created which version of a song?

You will learn a labeling system for AI outputs that includes the specific prompt and version number. This creates a traceability record, allowing you to link any approved output directly back to the instructions that generated it.

Do I need a background in music production or law to take this course?

No advanced music theory, composition, or legal knowledge is required. The course is designed for anyone in a music production or release role who has a basic familiarity with LLMs or AI music generation tools.

Does this course cover the legal aspects of AI music and copyright?

No, the course explicitly excludes legal contract drafting for AI rights. The focus is entirely on the creative and operational translation of artist intent into structured prompts and briefs.

How will I know if an AI output is actually 'correct' according to the artist?

You will learn to validate AI outputs by checking them against the fixed elements named in your written brief. By using trace records and objective requirements, you can determine if a version is approved based on the stated intent rather than a guess.

Master the handoff from artist to AI

$47

One payment · lifetime access

  • 6 lessons on structuring briefs and tracking AI outputs
  • Frameworks for translating vague adjectives into descriptive prompts
  • Templates for listening memos and traceability labels
  • Methods for identifying and protecting fixed song elements
  • Techniques for marking open questions and assigning owners to missing info
  • Process for validating AI outputs against a written brief to prevent drift

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Refunds: Full refund if you ask before you open your first lesson. Once you’ve started, purchases aren’t refundable, except where the law gives you that right.

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