Lab
142 explorable, interactive pieces — every concept we write about, made tangible.
The TEE remote-attestation chain of trust, stepped through: silicon root, CPU TDX quote, H100 attestation, on-chain DCAP verifier, signed inferences. Flip to the TEE.fail forged-quote path and watch the verifier still return valid — the crypto checks out, the premise is false.
Decode speed of a frontier MoE model versus interconnect bandwidth. Each layer's expert routing is an all-to-all shuffle bounded by the slowest link. Drag from NVLink down to home broadband: the line crosses the interactive floor at the datacenter edge, then falls to seconds per token.
Where decentralized training nodes sit on Earth and what it costs to sync them. Toggle INTELLECT-1's three measured configurations and watch the ring all-reduce span the globe: 103s inside the USA, 382s across the Atlantic, 469s once Asia joins.
Step through a DeFi AI agent's 8-step execution cycle as a TrajAD-style detector scores each step in real time. Inject a fault to watch a poisoned decision spike to 0.97 and trigger a bisection dispute game that isolates the bad step in 3 rounds.
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.