Human-Essence Bookends
Use AI for speed, then surround its output with unmistakably human input
- Difficulty
- Easy
- Time to result
- ~days to results
- Steps
- 5
- Confidence
- 98%
Human-Essence Bookends preserve connection by putting human substance on both sides of AI generation. Before prompting, define the real intention, audience relationship, facts, and personal context the message must carry. Let AI accelerate organization or drafting in the middle. Afterward, edit the result to restore your natural language, judgment, emotional tone, and specific lived details. Finally, read it from the recipient's perspective and remove anything you would not genuinely say. The mechanism uses automation for speed while reserving meaning and accountability for the person communicating. Michelle Tillis Lederman calls this bookending the output with the essence of you. The result is efficient communication that still signals a real person on the other side.
Origin
Michelle Tillis Lederman warns that quickly drafted AI communication can lose authenticity and advises users to bookend the automation with their own essence.
Core principles
- 01Automation can accelerate communication without supplying human connection
- 02Authenticity disappears when a sender contributes no personal substance
- 03Human intent should frame AI-assisted drafting
- 04Soft skills become more valuable as hard skills automate
How to run it
- 1
Set human intent
Write what you genuinely want the recipient to understand, feel, or do before asking AI for language.
Pro tip Include the relationship and why the message matters now.
- 2
Provide real context
Give the tool accurate facts, boundaries, and personal details that belong in the communication.
Pro tip Use details only you could supply, while protecting sensitive information.
Watch out Do not expose private data merely to make a draft more personal.
- 3
Generate for speed
Use AI to structure, condense, or draft the message without treating its wording as final.
Pro tip Ask for a plain draft rather than an artificially polished voice.
- 4
Restore your essence
Replace generic phrases with your own language, judgment, emotion, and relevant experience.
Pro tip Add one sentence the model could not have written without knowing you.
Watch out Editing only grammar does not restore authenticity.
- 5
Run the recipient test
Read the final version as the recipient and check whether it feels honest, clear, and connected.
Pro tip Read it aloud before sending.
Watch out Do not send language you cannot personally stand behind.
In the wild
A consultant gives AI the agreed actions from a client call and asks for a concise follow-up. She then replaces the formal opening, adds a detail from their conversation, explains why one action matters, and closes in her normal voice.
→ The message is produced quickly without feeling mass-generated.
Common mistakes
Sending without entering the draft
A person who contributes no context or revision may transmit fluent words without authentic presence.
Mistaking polish for connection
Technically clean language can still feel distant when it contains no personal judgment or detail.
Is it for you?
Best for
It is best for people using AI to draft messages or content where trust and personal voice matter.
Not ideal for
It is not ideal as the only safeguard for regulated, legal, medical, or fact-sensitive communication.
From the transcript
“we might be you know sending things without really putting ourselves into them”
“use it for what it does which is speed us up”
“make sure that you um kind of bookend it with the essence of you”
From the episode
Future-Proof Your Content and Business with AI