One continuous window of Sui mainnet: 2026-07-19, 13:01–23:37 UTC — 1,000,000 eligible user transactions, frozen and replayed.
Coverage is a census, not an accuracy score. Rows the system cannot fully classify stay visibly partial rather than silently filled — that discipline is the product, not a caveat.
A million transactions collapse into 19,630 exact shapes. Understanding is authored once per novelty and reused across the whole cohort — one authored paragraph explains 165,204 order cancellations. Replaying the entire million from frozen evidence takes 87.102 seconds on average (84.255–89.053 across five runs, idle host, all 1,000,000 transactions). Falling model prices make the library cheaper to extend, not obsolete.
Before a contract's transactions are explained, its exact deployed revision gets a study written from the bytecode itself — 642 written so far, 114 already serving this proof, the rest shipping as the store grows. Verbatim:
This revision is an owner-facing control surface for a DeepBook order-book account. It holds funds in a `BalanceManager`, obtains owner authorization from the transaction sender, routes trading and cancellation actions to a pool, and exposes a quote-only path plus a quote-side flash-loan lifecycle. The package is an adapter and account-management layer around the order-book venue, not the venue itself.
The owner deposit path accepts a typed coin, verifies that the sender owns the balance manager, converts the coin into the manager's typed balance, and records the deposit. The resulting value remains in manager custody until a later trade, settlement, or withdrawal uses it. The deposit event is emitted before the owner check in bytecode order, but transaction atomicity removes it if the check fails.
The withdrawal path uses the same owner proof and removes the manager's complete recorded balance for the requested asset, returning it as a coin and emitting a withdrawal event. This function does not choose an external recipient; the returned coin becomes a transaction result whose later handling determines who ultimately receives it. An ownership failure or balance-access failure leaves the manager unchanged.
No temporal generalization beyond the window. No entity resolution — an address is never a person. No profit claims without their own evidence. Dollar figures are estimates from declared third-party prices, never part of an asserted sentence. Live ingestion, full history and other chains are the destination, not the demo.
Want the deeper cut — evidence formats, replay determinism, the authoring gates?
Ask us anything → bartosz@research.tech