The ADL Queue
Interactive ADL priority queue: drag the shortfall slider past the insurance fund to trigger auto-deleveraging. Positions close highest-profit-% first.
Lab
138 explorable, interactive pieces — every concept we write about, made tangible.
Interactive ADL priority queue: drag the shortfall slider past the insurance fund to trigger auto-deleveraging. Positions close highest-profit-% first.
Switch between FP32, FP16, INT8, and INT4 precision to see how provider activation fingerprints diverge from the reference — and why DiFR flags model substitution in just two forward steps.
Three-lane transaction diagram comparing Raw EOA, ERC-4337, and EIP-7702 execution flows for multi-step DeFi operations — with MEV attack windows and live gas costs. Select a scenario to compare.
The blokz brand visual, explorable: a shimmering neural cluster bridged by a particle stream to a minting block lattice. Drag to orbit the bridge; click to fire a thought across it and mint a block on arrival.
One hard question, a swarm of LLM nodes, two ways to agree. Run a round: majority voting picks the most common answer while peer-ranked Bradley-Terry consensus surfaces the best one, and the scoreboard converges on the gap Fortytwo measured. The evaluation-edge slider shows why.
Watch a searcher sandwich your agent's swap on the live Aerodrome WETH/USDC pool on Base. Set trade size and slippage tolerance; the optimal front-run is solved on the real constant-product curve, capped by your tolerance. Route privately and the extraction goes to zero.
Story Protocol's two royalty policies, runnable: tap any IP asset in a derivative chain to pay 100 WIP into it and watch LAP give every ancestor its absolute cut until the stack hits 100% and mints revert, while LRP compounds hop by hop and dilutes the original to dust.
Interactive calculator: watch how deposit-borrow loops compound leverage toward the 1/(1−LTV) asymptote. Adjust LTV and loop count to see effective leverage, the liquidation trigger, and the loss from a single price move.
Bradley-Terry vs. majority voting over pairwise comparison rounds. Five nodes with hidden quality scores compete; a malicious node is down-ranked by BT while majority voting is captured. Reference: Fortytwo GPQA Diamond — BT 85.90%, majority 68.69%.
Semaphore's double-signal defense, explorable: send transactions to spend month-scoped nullifiers PBH-style, replay a spent proof to watch the gate revert with the real contract errors, and roll the month to see the external nullifier change reset the quota.
Forward passes through a small feed-forward network, animated: signals ripple layer to layer, weights set the glow, and activations heat the neurons they reach.
Two random vectors in high dimensions are almost always near-orthogonal. Slide dimension d from 3 to 8192 and watch a sphere of random directions collapse onto the equator — the geometry behind DiFR's random-projection activation fingerprints.