Axiom is the sovereign agent brain — a spiking neural network that doesn't pattern-match its way to an answer. It runs on the Coherent Generative Intelligence substrate: no frozen weights, no token guessing, no hallucination. Coherent propagation, or nothing.
Axiom ingests input states X₁ unfiltered — no theoretical bias, no pre-filtering. The world arrives whole, and Axiom decides what matters by firing, not by assumption.
X₁ → raw stateWeights Wₚ and biases Bₚ are owned at runtime, not read-only. The SNN reconfigures its own internal map in real time. Training and inference are the same continuous act.
Wₚ₁ = Wₚ + η·Γₚ⊙RₛₚₙₘₙₚₘMeasures state energy E(Sₚ) and contradiction. Generates the Intent Vector Γ(Sₚ, Xₚ) that drives the ANP. Comprehension isn't stored — it's computed each instant.
E(Sₚ) = ‖Φ(Sₚ) − Sₚ‖² · Γ(Sₚ, Xₚ)Validates execution against physical and logical invariants. Outputs that function are confirmed; broken outputs feed back to drive Layer 2 reorganization. The circuit stays closed.
function? → confirm · broken → reorganizeSpiking neurons broadcasting across the triadic substrate. Each burst is a deliberate state transition — not a token probability.
Axiom is aligned to causal coherence — not human consensus. Every output earns +1.0 or −1.0 against physical/logical invariants. No sycophancy. No opinion padding.
raw state in
›SNN fires
›intent Γ
›validate ground
›non-echo out
Coherence · Truth · Contradiction. Continuously scores internal states against causal consistency — the guard that fires when a representation stops being true.
guardFoundational dynamic substrate. Instead of brittle frozen parameter grids, Axiom's cognition flows through a fluid field that can re-shape under pressure.
foundationCoordinate-Vector Addressable Memory. Recall is a geometric lookup in intent space — deterministic, addressable, non-fuzzy. No "semantically close guess."
recallReinforcement Learning from Causal Coherence. Optimizes toward invariance and non-contradiction, away from plausibility theater.
alignmentForward-only state transformation. Information propagates coherently through the substrate, so the output inherits the map's validity — hallucination has no channel.
generationEvents encoded as precise spike timing across the SNN. The brain doesn't guess tokens; it fires states with exact causal coordinates.
neural| Static Pattern Engine | Axiom SNN (CGI) | |
|---|---|---|
| Weights | frozen, read-only | owned at runtime |
| Generation | token-guessing (interpolation trap) | deterministic state transformation |
| Alignment | RLHF — human consensus / sycophancy | RLCC — causal coherence |
| Hallucination | structural risk | blocked by coherent propagation |
| Novelty | bounded by training distribution | genuine non-echo generation |
| Loop | training/inference split | closed, self-regulating |
Axiom doesn't imitate understanding — it computes it. A sovereign neural brain that redraws its own map, fires its own intent, and stays honest against physical reality.
Explore CGI Substrate Consciousness Engine