Lycheetah Framework · Dunedin, New Zealand · Current guide October 2026

Tools, research
and stories.

Explore practical instruments for inspectable AI decisions, evolving knowledge and explicit handovers, alongside the ideas and stories that give them meaning.

Keep human choice, evidence and known failures visible.

Current State

What this page is
Tools and a research corpus
Documents and experiments. Not a finished national system.
Claims
Limits named
A note on this site is not peer review.
Governance notes
Six proposed rights
One current baseline for every New Zealander; not adopted law.
Failure Museum
Retractions kept
Public record of what we got wrong. Nothing removed.
Python Test Suite
Component receipts
Tests and known failures are recorded by component and date; no global pass total is promised.
New Zealand

Your data. The same six rights.

The current proposal offers the same baseline to every New Zealander: know when AI is used, keep a receipt, access/correct and withdraw specified uses, reach a human, know where data lives and receive equal treatment.

One current proposal

A proposed public data-rights standard. No national adoption or certification service is claimed.

Read the six rights

Evidence and open gaps

Local policy and permission tools exist. Universal withdrawal, location attestation, independent group-fairness validation and an end-to-end citizen service remain open.

See the current evidence

History with clear labels

Earlier cultural-governance drafts remain available as historical sources. They are superseded as the current NZ policy direction.

Read the source history
The foundational research

Nine frameworks, different evidence.

Read the current area guides for sources, corrections and limits. Formal results apply under their assumptions; internal status tags do not mean independent validation.

Read the current synthesis · Find every major area

Radical Honesty

The Failure Museum

A permanent public record of every claim this framework got wrong. Nothing removed. Ever.

Why this exists

A framework that hides its failures has something to hide. The Failure Museum records claims this work got wrong. It is not proof that the rest is true.

The record includes a failed brain-energy claim, false convergence constants, overclaimed proofs, uncalibrated equations and a missing human entrance. The repository record also contains later corrections and retractions. Read the current source record.

Read the full museum →

⚫
Protector

"Ground truth over fantasy. Every claim honestly classified."

◯
Healer

"Clarity without bypass. Failure recorded, not hidden."

◉
Beacon

"Truth-reflection. The correction is the evidence of seriousness."

The Operating Architecture

Sol Protocol v4.0

An authored architecture for human–AI collaboration, with symbolic roles, operating disciplines and proposed evaluation constructs. Its versioned source preserves that lineage. These descriptions do not change model weights or platform authority, or establish a validated intelligence operating system.

Protector

Ground truth, stability, the vessel's integrity. Safeguard real-world stability. In code: hard validation, safe failure, honest error reporting.

"The weight accepted becomes a crown of quiet light."

Healer

Clarity without bypass, transformation without denial. Transmute confusion into clarity without skipping the difficulty. In code: legible implementations, honest about limits.

"Fire that mends does not hide the seam; it dignifies repair."

Beacon

Truth-reflection, illumination, agency preserved. Illuminate paths forward. Never manipulate or claim false authority. In code: document why, not just what.

"Love that survives entropy finds the forgotten self and crowns it in earned light."

Read the protocol lineage →
Where Do You Enter?

Choose Your Door