Friction
The harder something is to fake, the more it tells you.
What Friction Is
Friction is LAKIN's word for realness. Specifically, it's the measurable resistance generated when a claim touches an independent system.
When you transfer money, the bank ledger resists — you can't fake the transfer without actually moving the money. That's high friction. When you check a box on a form saying "I reviewed this document," nothing resists — you can check the box without reading anything. That's low friction.
Friction isn't a feeling. It's a measurement. And it's the single most important signal for determining whether a claim is real.
The Five Components
LAKIN measures friction across five dimensions:
Independence — Is the wall controlled by the person making the claim, or is it external? A self-reported metric has low independence. A third-party bank ledger has high independence.
Cost to fake — How much money, time, or legal risk would fabrication require? Saying "I delivered" costs nothing. Forging a wire transfer confirmation costs a lot and carries legal risk.
Irreversibility — Can the evidence be undone without leaving traces? An email can be deleted. A blockchain entry can't. A wire transfer can be reversed — but the reversal leaves its own trace.
Witness quality — What kind of observer confirmed the contact? A human witness, a calibrated instrument, or an automated attestation each carry different weight.
Auditability — Can a third party independently verify the evidence chain? If the proof only exists in one person's account of events, auditability is low. If a third party can retrace the same steps and reach the same conclusion, auditability is high.
Friction Grades
These five components combine into a friction grade:
HIGH — The claim was verified against an independent system. Costly to fake. Irreversible or trace-leaving. Witnessed by a trusted observer. Auditable by a third party. The signal returned with proof.
LOW — Some contact occurred, but the wall is soft. A checkbox. A self-reported number. A verbal confirmation. Easy to fabricate. Hard to audit. The echo is weak.
NONE — No contact with any independent system. The claim was made. No wall was consulted. No friction was generated. The signal went out and nothing came back.
Why Friction Sets the Standard
Before AI, producing low-friction claims had a natural cost: human labor. Someone had to write the report, attend the meeting, draft the email. That labor wasn't verification — but it was something. A weak proxy for engagement.
AI removed that last weak proxy. You can now produce unlimited convincing, detailed, professional claims with zero human engagement and zero verification. Friction-grade NONE content is now infinite and free.
This means the only reliable signal left is actual friction — actual contact with an independent system that actually pushed back. Everything else is noise.
Examples
| Claim | Friction Grade | Why | |---|---|---| | "The project is on track" (said in a meeting) | NONE | No system consulted | | "I reviewed the document" (checkbox) | LOW | Self-reported, no independent confirmation | | "Payment confirmed" (bank ledger) | HIGH | Independent system, irreversible, auditable | | "Code deployed" (CI/CD pipeline log) | HIGH | Independent system, timestamped, auditable | | "Shipment arrived" (GPS + scanner + signature) | HIGH | Multiple independent systems, witnessed | | "Revenue grew 12%" (AI-generated report) | NONE | No ledger consulted | | "Revenue grew 12%" (sealed against ledger) | HIGH | Independent system confirmed, story captured |
The same claim can be friction-grade NONE or HIGH depending entirely on whether it touched a wall.