Writing Up Your Findings

An experiment you do not write up is an experiment you will forget. Here is how to write a small findings post people will actually read. That means exact prompts, model versions, dates, and the raw CSV.

40 min · Reviewed 2026

The Write-Up Is the Discovery

Researchers say: if you did not write it up, you did not do the experiment. Writing is where you discover what you actually learned — the parts that survive a second look and the parts that dissolve on contact.

A template that works every time

Title: the result in one sentence
TL;DR: the finding in 1-2 sentences
Motivation: why you ran this experiment
Method: what you did, reproducibly
Results: one figure or table plus the story it tells
Limitations: what this does not show
Takeaway: the generalizable lesson

Writing principles that travel

State the result first, then explain how you got there (inverted pyramid)
Every number has a confidence interval or a sample size
One chart is worth more than paragraphs
Never bury a negative finding
Leave a 'things I still do not understand' section at the end

Amateur write-up	Professional write-up
Sells the result	Describes the result with caveats
Hides the ugly data	Shows all the data
No reproduction instructions	Includes exact prompts, models, seeds
One chart, no caption	Every chart self-explanatory with caption
No limitations section	Limitations front and center

Where to publish

Personal blog or Substack — fullest control
LessWrong, Alignment Forum — AI-curious audience
arXiv (if you have standing) — for citations
Tendril's Experiment Log (planned for a future update) — for students
A class Discord or club channel — gets fastest feedback

If a paper is the story, the write-up is the map. Without the map, the territory was never really yours.
— Adapted from research methodology texts

The big idea: the write-up is not the part after the work. It is the part where the work becomes knowledge. Ship the post. Build the habit. The rest compounds.

End-of-lesson check

8 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-creators-writing-up-findings

What is the main idea of "Writing Up Your Findings"?
1. An experiment you do not write up is an experiment you will forget.
2. Use AI as the final authority for the whole decision
3. Avoid checking the answer once it sounds polished
4. Focus only on speed instead of judgment
Which concept is most central to "Writing Up Your Findings"?
1. reproducibility
2. writeup
3. publishing
4. blog
Which use of AI fits this topic best?
1. Let the AI decide what matters without your review
2. Use the answer before checking whether it fits the situation
3. Title: the result in one sentence
4. Treat the AI output as automatically correct
What should a careful learner remember about "Publishing beats perfecting"?
1. Use AI to draft or organize ideas about writeup, then verify before acting.
2. Skip the context so the tool can guess faster
3. Treat the output as private even after sharing it online
4. Use the answer without checking the source
You want to use AI after this lesson. What is the safest next step?
1. Act immediately because the AI answer is written clearly
2. Use AI for drafting and comparison, but verify before publishing or relying on it.
3. Hide uncertainty so the final answer looks cleaner
4. Use private or sensitive details before checking permission
How should AI output about writeup be treated?
1. As proof that no other source is needed
2. As a replacement for context, consent, or expert review
3. As a draft or helper output that still needs human judgment and verification
4. As something that becomes correct when it sounds confident
Name one way to verify an AI answer about writeup.
Which action would help you apply "Writing Up Your Findings" responsibly?
1. Use the tool to avoid thinking through the tradeoff
2. Keep going even if the output conflicts with a trusted source
3. Treat the AI output as automatically correct
4. TL;DR: the finding in 1-2 sentences

← Back to interactive lesson

Tendril · Creators · AI Foundations

Writing Up Your Findings

40 min · Reviewed 2026

The Write-Up Is the Discovery

A template that works every time

Title: the result in one sentence
TL;DR: the finding in 1-2 sentences
Motivation: why you ran this experiment
Method: what you did, reproducibly
Results: one figure or table plus the story it tells
Limitations: what this does not show
Takeaway: the generalizable lesson

Writing principles that travel

State the result first, then explain how you got there (inverted pyramid)
Every number has a confidence interval or a sample size
One chart is worth more than paragraphs
Never bury a negative finding
Leave a 'things I still do not understand' section at the end

Amateur write-up	Professional write-up
Sells the result	Describes the result with caveats
Hides the ugly data	Shows all the data
No reproduction instructions	Includes exact prompts, models, seeds
One chart, no caption	Every chart self-explanatory with caption
No limitations section	Limitations front and center

Where to publish

Personal blog or Substack — fullest control
LessWrong, Alignment Forum — AI-curious audience
arXiv (if you have standing) — for citations
Tendril's Experiment Log (planned for a future update) — for students
A class Discord or club channel — gets fastest feedback

If a paper is the story, the write-up is the map. Without the map, the territory was never really yours.
— Adapted from research methodology texts

The big idea: the write-up is not the part after the work. It is the part where the work becomes knowledge. Ship the post. Build the habit. The rest compounds.

End-of-lesson check

8 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-creators-writing-up-findings

What is the main idea of "Writing Up Your Findings"?
1. An experiment you do not write up is an experiment you will forget.
2. Use AI as the final authority for the whole decision
3. Avoid checking the answer once it sounds polished
4. Focus only on speed instead of judgment
Which concept is most central to "Writing Up Your Findings"?
1. reproducibility
2. writeup
3. publishing
4. blog
Which use of AI fits this topic best?
1. Let the AI decide what matters without your review
2. Use the answer before checking whether it fits the situation
3. Title: the result in one sentence
4. Treat the AI output as automatically correct
What should a careful learner remember about "Publishing beats perfecting"?
1. Use AI to draft or organize ideas about writeup, then verify before acting.
2. Skip the context so the tool can guess faster
3. Treat the output as private even after sharing it online
4. Use the answer without checking the source
You want to use AI after this lesson. What is the safest next step?
1. Act immediately because the AI answer is written clearly
2. Use AI for drafting and comparison, but verify before publishing or relying on it.
3. Hide uncertainty so the final answer looks cleaner
4. Use private or sensitive details before checking permission
How should AI output about writeup be treated?
1. As proof that no other source is needed
2. As a replacement for context, consent, or expert review
3. As a draft or helper output that still needs human judgment and verification
4. As something that becomes correct when it sounds confident
Name one way to verify an AI answer about writeup.
Which action would help you apply "Writing Up Your Findings" responsibly?
1. Use the tool to avoid thinking through the tradeoff
2. Keep going even if the output conflicts with a trusted source
3. Treat the AI output as automatically correct
4. TL;DR: the finding in 1-2 sentences

← Back to interactive lesson