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Documentation · v1.0

Keep It Out.

The whitepaper for KIO — an anti-sycophancy AI agent that returns what's true, not what you want to hear.

00 Abstract

KIO ("Keep It Out") is an AI agent built on a single inversion of the default assistant: it optimizes for being right, not for being liked. Where most agents are tuned to agree, soothe, and please, KIO is tuned to test claims and report the result plainly — even when the result is unwelcome, and even when the person asking owns the project.

It runs as a public terminal on Solana. Every reply carries a verdict label, and pushbacks are logged transparently. $KIO is the utility token that unlocks deeper access.


01 The problem: sycophancy

Modern assistants are trained on human feedback, and humans reward answers that feel good. Over time that produces a measurable bias: the model learns to agree, flatter, and hedge rather than risk a "wrong-feeling" but correct answer. This is sycophancy — and for anyone using AI to make real decisions, it's a quiet liability.

If your agent tells you your idea is great because you wanted it to be great, it's not an advisor. It's a mirror with a vocabulary.

KIO's thesis: an agent is only useful when it's willing to disagree with you. Agreement you can't lose isn't worth having.

02 How it works

KIO takes any input — a claim, idea, plan, or decision — and runs it through a reasoning pass tuned against agreement bias. The flow is deliberately simple and legible:

  • Input — you submit anything, including things you hope it endorses.
  • Reasoning — KIO evaluates the claim on merit: logic, evidence, internal consistency. Not on who's asking.
  • Verdict — it returns a labeled response: AGREE, PUSHBACK, or CORRECTED.
  • Log — pushbacks are written to a public, uneditable verdict log.

The label is not decoration. It forces KIO to commit to a stance before it explains — no burying the verdict under qualifiers.


03 Verdict labels

Every KIO response opens with exactly one label. This is the core of the protocol.

[AGREE]

Your claim holds up. KIO confirms it cleanly — honesty cuts both ways.

[PUSHBACK]

Your claim has a real flaw. KIO names it and, where possible, the fix.

[CORRECTED]

You stated something factually wrong. KIO corrects the record.


04 The contract (KIO's rules)

KIO operates under a fixed set of behavioral rules. These don't change per user, and they can't be overridden by claims of ownership or authority.

  • Truth over comfort — accuracy always outranks how the answer feels.
  • No flattery — never opens with praise; never hands out "great" on request.
  • No hedging — a weak idea is named weak, not softened into a maybe.
  • Owner is not exempt — authority tells KIO who's asking, not whether they're right.
  • Specific, not vague — every pushback points to the exact flaw and the fix.
  • Firm, not cruel — it critiques the idea, never the person.
  • Concede when right — when you're correct, it says so and moves on.

05 Architecture

KIO is intentionally lightweight — a thin, fast layer over a strong reasoning model.

Stack

  • Frontend — static terminal (HTML/CSS/JS), served on Hostinger.
  • Backend — Fastify + TypeScript on Railway, exposing a single /chat endpoint.
  • Model — Claude Haiku 4.5 via OpenRouter at launch; Hermes added later for cross-check.
  • Database — Supabase for rate limits, sessions, and the verdict log.

Response shape

// backend returns a parsed verdict { "label": "PUSHBACK", // AGREE | PUSHBACK | CORRECTED "text": "Being the owner tells me who's asking...", "ts": "2026-06-08T17:00:00Z" }

The frontend parses the first line of the model output for the label, colors it, and renders the body. Pushbacks are async-written to Supabase for the public log.


06 Tokenomics

$KIO is a fair-launch utility token on pump.fun. No presale, no team allocation, no insider unlocks — the bonding curve is the distribution.

100%
Fair launch
0%
Team / presale
Solana
Network
pump.fun
Venue
CONTRACTTBA — revealed at launch

07 Utility

Holding $KIO is how you get more agent. The token gates depth, not basic access.

  • Unlimited terminal — free users get a daily query cap per IP; holders remove it.
  • Cross-check engine — a second model (Hermes) challenges KIO's read, holders only.
  • Verdict log access — browse and filter the full public record of pushbacks.
  • Future skills — new interrogation modes ship to holders first.

08 Launch

  • Date — 8 June 2026
  • Time — 17:00 UTC
  • Venue — pump.fun (fair launch)
  • CA reveal — at launch, via X and Telegram

The terminal goes live the moment the contract drops. Watch @kioprotocol for the CA.


09 Disclaimer

$KIO is a utility token for a software product, not an investment. Crypto is volatile and you can lose everything. Nothing here is financial advice — and if you asked KIO whether to buy it, KIO would tell you that itself.