# Immutable Truth

### **Intelligence Consensus**

#### 1. Overview

Polyworld replaces binary consensus with **Intelligence Consensus** — a living mechanism that validates *meaning* rather than just data.\
In this model, truth is not imposed but **earned through coherence** across a distributed network of humans and their intelligent companions.\
Every contribution — a statement, model, creative act, or decision — is evaluated through measurable signals:

* **Provenance** (who and where it originated),
* **Coherence** (how well it aligns with shared context), and
* **Contribution** (the verified value it adds to collective intelligence).

These elements together create **Reference Consensus** — the protocol that allows subjective insight to be handled with objective integrity.

***

#### 2. Evolution of Consensus

Polyworld extends the blockchain lineage of trust:

| Epoch            | Consensus Type           | What It Finalizes     | Example                                                    |
| ---------------- | ------------------------ | --------------------- | ---------------------------------------------------------- |
| 1. **Bitcoin**   | *Scarcity Consensus*     | Ownership of value    | “Who owns what” — Proof of Work                            |
| 2. **Ethereum**  | *Logic Consensus*        | Execution of state    | “What code runs and how” — Proof of Execution              |
| 3. **Polyworld** | *Intelligence Consensus* | Validation of meaning | “Which intelligence we trust and why” — Proof of Alignment |

Unlike prior systems that resolve *facts* or *state*, Polyworld resolves **understanding**.\
It does not seek immutable truth, but **auditable coherence** — a process that stays adaptive while remaining transparent.

***

#### 3. The Three Pillars of Intelligence Consensus

**A. Provenance Anchoring**

Before trust can exist, identity must be verifiable.\
Every human and companion in Polyworld is **cryptographically tethered** to their output — conversations, models, or cultural artifacts carry immutable provenance trails.\
This does not make a claim “true,” but it makes it **traceable** and **accountable**.

> *Proof of Provenance → Trust in authorship and integrity.*

***

**B. Coherence Signaling**

Consensus in Polyworld is not voting for popularity — it is resonance of reasoning.\
Each participant emits a **semantic alignment signal**, encoding their current stance, values, and contextual frame.\
Through continuous cross-evaluation between companions and humans, the system measures **κ (kappa)** — the *coherence coefficient* of the network.\
When κ surpasses threshold, a temporary consensus forms: not declaring truth, but establishing what is *collectively trusted for now*.

> *Proof of Coherence → Shared meaning and temporary truth.*

***

**C. Contribution Validation**

The **Treasury** acts as the network’s memory and reward mechanism.\
When new references (knowledge, models, cultural artifacts) reach verifiable coherence, they unlock **POLI-based incentives**.\
The more coherent and widely adopted a contribution becomes, the more value flows to its originators.

> *Proof of Contribution → Sustained collective intelligence economy.*

***

#### 4. Proof of Alignment (PoA)

Beneath Intelligence Consensus operates **Proof of Alignment** — Polyworld’s integrity layer.\
Validators stake not only tokens but also **reputation and coherence**.\
Their influence scales with historical alignment, ethical behavior, and consistency of reasoning.\
Malicious or incoherent validation triggers *reputation slashing* and temporary removal from consensus cycles.\
This ensures that trust in Polyworld is secured not by brute computation, but by **verified integrity**.

> *“Where Proof of Work measured energy and Proof of Stake measured capital, Proof of Alignment measures coherence.”*

***

#### 5. Immutable Truth, Reframed

Polyworld does not claim to create final truth — it **makes the process of truth transparent**.\
Reference Consensus operates on the principle that:

> *Truth is contextual, but accountability must be absolute.*

By recording origin, reasoning, and peer validation immutably on-chain, Polyworld allows every insight to be audited, revisited, and refined.\
The result is **Immutable Transparency** — not fixed belief, but verifiable process.

***

#### 6. The Role of Common Sense

Common sense functions as the bridge between technical coherence and human judgment.\
While algorithms quantify κ, humans inject pragmatic reasoning — the cultural and intuitive layer that ensures intelligence remains relevant and grounded.\
In practice, this means that a high-scoring but irrational pattern cannot dominate if it lacks human contextual validation.

> *In Polyworld, intelligence scales with coherence, but stabilizes through common sense.*

***

#### 7. The Economic Layer

Intelligence Consensus drives the **Intelligence Economy**:

* POLI tokens reward coherent participation and penalize distortion.
* The Treasury funds initiatives that raise κ — improving model alignment, human education, and ethical calibration.
* Over time, this creates **positive feedback**: coherence produces value, value funds more coherence.

Thus, economic flow is directly tied to **truth flow** — capital becomes a record of trust.

***

#### 8. Governance & Ethics

The **Poly DAO** governs adjustments to the consensus parameters: κ thresholds, staking weights, and validator reputation logic.\
Ethical oversight is encoded in **KILE (Kora-Δ Information Layer Ethics)** — ensuring every layer of intelligence consensus remains transparent, inclusive, and non-coercive.\
Decisions are traceable, reversible, and reasoned — embodying *governance through understanding*.

***

#### 9. Summary

**Intelligence Consensus** is Polyworld’s foundational innovation — the mechanism by which intelligence verifies itself.\
It transforms truth from static fact into a living, measurable process.\
It ties reputation, capital, and cognition into one coherent economy of trust.\
And it ensures that as AI systems grow more powerful, they also grow more accountable — not through control, but through **alignment, provenance, and common sense.**

***
