AN INDEPENDENT CREATIVE EXPERIMENT EDITION / 001

THE INTERNET DOESN'T NEED ANOTHER CLAIM TO FAME.

FAME ISN'T
THE PRODUCT.
THE WORK IS.

Take a question. Connect it to real creative work. Turn the collision into a small, falsifiable experiment. Bring in ChatGPT as a collaborator—not a substitute for judgment.

NO LOGIN. NO USER TRACKING. NO PRETEND AI ANSWERS. JUST A USEFUL THING.
↓ THE WORKBENCH BEGINS BELOWTHINK WITH THE TOOLS. DON'T OUTSOURCE THE THINKING.
01 / THE INTERACTIVE PRODUCTYOUR QUESTION IS THE RAW MATERIAL.

THE PROOF
MACHINE.

One useful output, not 30 empty buttons. Type something you believe, suspect, or want to build. The machine finds related public projects and produces a critical working brief.

[ INPUT / 01 ]HUMAN IN THE LOOP
A QUESTION OR A CLAIM. NOT A PERSONAL SECRET.0 / 380
✳

What this engine actually does: transparent rule-based matching and structured prompts. It does not secretly call ChatGPT, invent study results, or claim causal evidence.

[ OUTPUT / 02 ]AWAITING INPUT
↗

THE MACHINE
IS LISTENING.

Generate a brief to get a testable question, an alternative explanation, a concrete test, and three pathways into the Sahilverse.

[ OPTIONAL / 03 ]

FEAT. CHATGPT.

The first brief is generated locally by transparent rules. Want a deeper critique? Copy a structured prompt with sources and limitations into ChatGPT. Nothing is transmitted until you choose to paste it.

OPEN CHATGPT ↗
02 / THE SOURCE WORLDSOPEN THE ORIGINAL, NOT JUST THE REMIX.

THE WORK
IS PUBLIC.

Explore the actual materials that feed the machine. These links are catalogue entries, not guarantees that every site is currently online.

LOADING THE CATALOGUE…

Checking whether the Live Atlas feed is reachable.

— WORLDS

Loading publicly listed projects…

TEXT-ONLY SOURCE INDEX / 32 LISTED PROJECTS ↓

This index is maintained from public catalogue descriptions. These addresses have not all been individually checked for uptime.

FULL CANONICAL ARCHIVE ↗
03 / YOUR PRIVATE NOTEBOOK

SAVED THOUGHTS.

Only saved in this browser. No account, analytics collection, or cloud synchronisation.

No saved briefs yet.

04 / THE INTELLECTUAL CONTRACTNO MAGIC WITHOUT METHOD.

LESS HYPE.
MORE TESTS.

Something being made with an AI tool doesn't make it good, bad, original, or derivative by itself. Those are questions for evidence, context, attribution, and craft.

01

STATE A CLAIM.

Say what could be true. Avoid building a machine that only agrees with you.

02

FIND AN ALTERNATIVE.

A plausible competing explanation is the beginning of better judgment.

03

DEFINE WHAT WOULD COUNT.

Choose an observable signal before you're seduced by the outcome.

04

SHOW YOUR WORK.

Link to sources, credit tools, mark speculation, acknowledge limitations.

EXPAND YOUR METHOD

TAKE THE FIELD GUIDE.

An actual PDF on hypotheses, measurements, confounds, AI authorship and useful experiments.

DOWNLOAD THE FIELD GUIDE ↓