YaaniयानीAI

Yaani Labs

Truth is only half the story.

A forward is also a designed object: it borrows authority, presses emotion, asks for action and mutates as it moves. Yaani investigates both the claim and the machine carrying it.Follow the signal
The claim

What is actually true?

A useful check cannot stop at a label. It has to separate direct evidence, missing expected traces, physical or institutional mechanism, and honest inference.

The report should teach the reasoning—not ask you to trust that someone else already checked it.
The carrier

Why did this version reach you?

The wording is part of the evidence. Borrowed authority, fear, urgency, identity and a forwarding instruction reveal how a message recruits its next carrier.

Memetics makes the next suspicious forward easier to recognise—even when the subject changes.
The memory

The same truth should not be rediscovered from scratch.

A familiar claim should retrieve what is settled. The expensive work should move to what changed: a new image, altered location, fresh target or mutated instruction.

Claim memory turns repeated checking into accumulating intelligence about mutation and spread.
The best read

Reason hard. Label uncertainty. Never invent balance.

New claims rarely arrive with perfect evidence. Yaani still attempts the best supported assessment using expected records, mechanism, source structure and known message forms.

If no truthful reason supports the claim, the report says so. Unknowns stay visible instead of becoming filler.

Memory changes the economics

Spend research on the mutation, not the déjà vu.

Independent fact-check archives become reusable factual and memetic intelligence inside the same claim cases as Yaani's current checks. A changed forward can reuse grounded context while concentrating fresh analysis on the part that evolved.

A check, seen as motion

Message in. Pressure applied. Context out.

  1. ReadExtract the actual claim from text or media.
  2. ChallengeSearch, test the mechanism and look for disconfirmation.
  3. CalibrateGive the best assessment without hiding uncertainty.
  4. TeachExplain the contagious pattern and one transferable tell.

The lab begins with one message.

Check the forward in front of you. Learn to see the next one coming.

Check a forwardSee the observatory vision