simulation DOM
The Gating Problem
Interactive MoE expert grid: toggle honest (k=8) vs shunted (k=4) routing and see which detection schemes catch the difference.
Archive
June 24, 2026
6 artifacts published in this period.
diagram DOM
Model Fingerprint Lifecycle
Interactive diagram of the five-step LLM IP protocol: embed a statistical fingerprint, commit it with Poseidon, register on-chain, prove ownership with a ZK proof, enforce via smart contract. Select an attack scenario to see which steps are vulnerable.
simulation DOM
The Draft Race
Animated simulation of autoregressive vs speculative decoding. Adjust acceptance rate α and draft depth K to see how speedup changes — and what happens when a draft node defects.
calculator DOM
AI Agent Gas Cost Regimes
Drag the gas-price slider to see how transaction costs shift across eight on-chain AI agent operations — from sub-cent at today's 0.16 Gwei to triple digits at 2021 peak.
chart SVG
The Exploit Floor
Three protocol TVL zones defined by A1's $6k attack break-even vs. $60k audit cost. Click a zone to see the threat model and recommended defense.
chart SVG
The Curve Switch
Grouped bar chart comparing BN254 vs BLS12-381 on-chain gas costs for every precompile operation: G1/G2 adds, scalar mults, and pairings. Log scale reveals the G2 MUL unlock and the counterintuitive pairing inversion.