CUTS+ Causal Terminal

CAUSAL PROBABILITY MATRIX G·σ(G_T) · GUMBEL-SOFTMAX · HOVER → DETAILS · CLICK → PIN

Strong cause >0.7

Moderate 0.4–0.7

Weak <0.4

Inference ripples across this map in real-time

CAUSAL NETWORK GRAPH THRESHOLDED DAG · θ=0.5 · DRAG TO EXPLORE · NODE SIZE ∝ OUT-DEGREE

High φ (upstream)

Mid φ

Low φ (sink)

Strong edge

HELMHOLTZ-HODGE-KODAIRA DECOMPOSITION J_b → J_grad + J_res · ‖RESIDUAL‖ < 10⁻⁶

Scalar Potential φ — Upstream Ranking

Decomposition Diagnostics

GRADIENT vs CYCLIC SPLIT

GRADIENT 93.8%

6.2%

Gradient Flow J_grad — Sector Heatmap

SECTOR MACRO GRAPH — REASON TRIPLET ⟨G, A, E⟩ BIDIRECTIONAL MESSAGE PASSING · CrossLevelMPNN

Macro Sector Adjacency

SINGLE TICKER — FUNDAMENTAL CAUSAL RELIANCE

DuPont PRIOR · 23 NODES · SCM RIDGE · CAMEF GPT4MTS

DuPont Prior Adjacency (23×23)

Discovered Causal Edges

CAMEF Stress Forecast

FCM Lag-Graph G₁–G₄

CAUSAL INFERENCE ENGINE

RESULTS & RIPPLE TRACE

Run an inference query to see results and ripple effects across all views.

LLM DENOISED NEWS