Field log 001 / Lab entrance
A little skeptical. Deeply curious. This is a public research world where ideas are built, tested, and kept exactly as they happened.
LAB GUIDE Welcome in. The football field on the hill is Project Turtle. Its first season is finished, imperfect, and preserved. The lab itself can keep growing slowly.
Message 1 / 3Original pixel artwork created for Guff AI ta ho ni.
Select a save file
The laboratory entrance stays uncluttered. Every experiment receives its own evidence, method, outcome, and permanent route.
SAVE 01
SEASON 01
Independent prediction lab / Season 01 archived
A slow public laboratory for prediction experiments. Turtle wrote score clouds before each match and preserved its misses beside its hits. The 2026 World Cup season is closed; the laboratory is not erased with it.
World map / Unlocked regions
These are research directions, not announced projects. A district becomes active only when there is a clear question and a record worth keeping.
North lab
Agents, evaluation systems, local models, and the boundary between fluent answers and dependable reasoning.
Observatory
Proof, verification, counterexamples, and the patient work required to turn a claim into an argument.
Learning grove
Tools that help people think, practice, and build confidence without hiding the structure of the subject.
Open field
Small investigations whose assumptions, artifacts, failures, and corrections remain visible after the excitement ends.
North lab / Area 01
Test whether an answer remains dependable after another system actively tries to break it.
Field manual
No oracle theater. The output matters, but the path to it must remain inspectable too.
State what is being tested, what counts as evidence, and what would make the claim fail.
Collect sources, lineups, opponent strength, weather, pitch, travel, rest, assumptions, and uncertainty before trying to sound certain.
Run the method, preserve the original claim, and let reality answer without moving the target.
Keep the hit, miss, correction, and reusable lesson together in the project archive.
Optional dialogue / The name
“Guff AI ta ho ni” carries the easy skepticism of asking whether something is merely talk, or merely AI. The laboratory keeps that question close.
A polished answer is not enough. The artifact, evidence, and outcome should still be there when somebody returns to inspect the save file.
Link terminal
Choose a format. Every route points back to the public artifact, not a hidden alternate story.