AI Influence Level (AIL)

Version 2.0 of a transparency framework for labeling AI involvement in content creation
May 15, 2023
Daniel Miessler

AI Influence Level (AIL) v2.0: the seven levels, from human created to AI initiated

AI Influence Level (AIL) transparency framework (click for full size)

Humans care who created things. Especially art. They especially care when the origin is in question, and more again when the origin might not be human.

AI is yielding tremendous gifts, but it raises questions regarding what we read, see, and hear. How much of the article you just read was written by a human? Did ChatGPT write it? And what about the art for the image? Did the author purchase that from a real artist, or did they make it in Midjourney?

It's not always bad if there was some AI involved.

We'd like to know what we're getting, and where to give the credit.

The scale ​

This is a first attempt at rating creative content for its level of AI authorship. Any creative endeavor applies—from an article to an essay, to a painting to a song.

This rating system works on a scale from 0 to 6.

Human createdA human did the making. AI's part runs from nothing to a lot.
AIL0
Human Created, No AI Involved
ExampleA handwritten letter, a painting created from an independent idea, a typed essay done without any AI-based tooling.
AIL1
Human Created, Minor AI Assistance
ExampleAn essay written by hand, but grammar and/or sentence structure was fixed by an AI.
AIL2
Human Created, Major AI Augmentation
ExampleAn article was written by a human, but it was significantly modified or expanded upon using AI tools.
AI createdThe AI did the making. What changes is how much the human gave it.
AIL3
AI Created, Human Full Structure
ExampleA human fully described a story, including giving extensive structure to an AI, and the AI filled it in.
AIL4
AI Created, Human Basic Idea
ExampleA human had a basic idea for a story and gave it to an AI for implementation.
AIL5
AI Created, Human Request
ExampleAn AI writing tool has an API, and when invoked it produces full stories, including the basic idea all the way through the finished product.
Idea · AIStarted by · Human
AI initiatedNo human asked for it.
AIL6
AI Initiated, No Human Involvement
ExampleAn AI agent decides on its own that a story should exist, comes up with the idea, then writes and publishes it.
Idea · AIStarted by · AI

Picking a level ​

The levels get read too loosely, so here is exactly where the lines are. Read down the list and stop at the first line that's true of the piece.

  1. AIL0Nothing in the text came from an AI.
  2. AIL1An AI only tidied the text: proofreading, a grammar fix, a transcript cleaned up.
  3. AIL2An AI added to text a human wrote, rather than just tidying it.
  4. AIL3An AI wrote it inside a structure a human fully laid out.
  5. AIL4An AI wrote it from a basic idea a human brought.
  6. AIL5A human asked for it, and the AI came up with the idea itself.
  7. AIL6Nobody asked. The AI decided the piece should exist and did everything after that.

Art, formatting, frontmatter, and publishing don't move the number. An AI-generated header image on a post you wrote alone is still AIL 0.

The two splits people ask about most are at the top of the scale. AIL 4 and AIL 5 split on where the idea came from: at 4 a human brought it, at 5 the human only asked. AIL 5 and AIL 6 split on who decided the piece should exist: at 5 somebody asked for it, at 6 the AI made that call itself.

I went back through everything on this site under those definitions and moved 24 posts, almost all of them down.

The badge ​

Each level has a badge. AIL is reversed out of a solid panel, and the number sits beside a six-segment rail filled to the level. That rail is what makes it readable at a glance, without a legend and without knowing the system.

The colors run muted sage to dusty brick. I wanted the progression obvious and the judgment absent. A bright green at 0 would read as a gold star, and a bright red at 6 would read as an accusation.

Neither is what this measures. A 6 tells you how the thing was made, and that's all it tells you.

The design story, and how to add the badge to your own posts, is in the companion piece.

Producing...

Daily usage ​

We anticipate the following uses and pronunciations.

Most common:

This essay is at AIL Level 0. 100% grass fed writing!

The article itself is AIL 1, but all the art for it is AIL 4. Midjourney FTW!

I now use automation to create my blog articles, so all my content is either AIL 4 or 5!

My agent writes and posts on its own now, so that whole feed is AIL 6.

Where the mark goes is up to you. On this site it sits in the margin next to the tags, and the note at the bottom of each post says the same thing in words. The badge is the glance; the note is the explanation.

Summary ​

  1. As AI becomes more prominent, people will want to know how much AI is in a piece of art
  2. There is no accepted rating system for providing such a rating
  3. AIL is one such rating system that rates content on a scale from 0 to 6
  4. Each level has a badge, so a piece can carry its rating rather than describe it

Notes

  1. Thanks to Jason Haddix for talking through this pre-publication.
  2. Thanks to Joseph Thacker for a naming change suggestion.
  3. Thanks to my friend Tim Cooper for the question behind v2.0: what about work an AI starts entirely on its own? That split the old AIL 5 into a human request (AIL 5) and AI-initiated work (AIL 6).
  4. More on how the badges were designed and how to use them on your own site: AIL Badges.
  5. 🤖 AIL LEVELS: The 2023 essay text is AIL0. The 2023 header art was AIL3, made in Midjourney. The badges and the sections describing them are AIL3: I set the design direction and picked the mark from a field of candidates, and Kai did the building and the writing. The v2.0 changes are AIL3 as well: the new level came out of a conversation with Tim and Kai, and Kai wrote the new wording, extended the badges, and made the diagram at the top. The October 2026 redesign of this page is AIL3: I asked for better formatting, spacing and enrichment, and Kai grouped the scale into its three bands, turned the level rules into the pick-a-level list, and wrote the definitions, the asides, the band notes and the "Idea" and "Started by" tags on the top two levels. My 2023 words are unchanged apart from being set into the new layout. The post as a whole is AIL2.