Method
Three attributes and a clock. Nothing else enters.
Origin never changes. State changes as the record develops. Freshness governs how fast an item decays.
Origin — how it entered the record
State — where it stands today
Freshness — how fast it rots
Statutes and executed agreements hold for years. Equipment lead times and trade actions move quarterly. An item can be observed, confirmed and stale at the same time, and that combination is the most dangerous one in any file, because it looks authoritative and is not current. Registers that decay carry a visible clock.
The sentence we are allowed to write
Does not reconcile against [named record] as of [date].
Never verified. Never proven. Never false, fraudulent, arbitrary or misleading. Where a figure is absent from the documents we read, we say which documents we read — not that the figure does not exist.
Standing rules
- A search-index excerpt from an authority’s domain is observed as to content, not as to custody. Full observed status requires direct retrieval and a hash.
- A derived item is never stronger than its weakest input.
- All three attributes, or the item does not enter a document — including headings and summaries. An assertion laundered into a heading is the failure this schema exists to prevent.
- Relay degrades. Two hops is not one hop, including when the origin is a principal of this firm.
- Our own knowledge enters as asserted. Including firsthand memory. Especially firsthand memory.
- Sponsored sources are marked at the point of use, including sources whose conclusions we find persuasive.
- No individual is named as a wrongdoer. No claim is characterized as false or misleading. Characterizations of any person’s motive or state of mind do not enter the corpus.
What we measure on ourselves
Calyx keeps a calibration counter: every item where our own first instinct was confirmed and the record returned otherwise. It runs across every engagement and it is published with the work.
| Class | What it is | What fixes it |
|---|---|---|
| Factual | A wrong number, a wrong date, a wrong characterization. | Falls as a jurisdiction’s corpus grows. |
| Framework | The facts were right and the governing structure was wrong. | Falls only when that jurisdiction’s statutory architecture is on the shelf. Reading more documents does not fix it. |
| Instrument design | A defect in how the measurement itself was constructed. | Redesign. |
| Relay | A figure degraded in transit between people. | Recording the chain. |
| Near miss | Caught before use rather than after. | Logged anyway. A counter that records only the errors that escaped is a vanity metric. |
That split is the argument for why a corpus is worth paying for, stated as measurement rather than assertion. It is also why we say the misses are ours. It is stronger that way, and nobody can throw it back.
If you think a Calyx finding is wrong, write to corrections@calyxos.ai. Corrections are published with the same prominence as the original finding, and they go into the calibration counter.
What we do not do
- We do not hold or publish a position on whether data centers should be built, where, or under what incentives.
- We do not issue recommendations from the corpus. Where a client wants one it comes from a named human in a separately signed document, and on fire, life safety or engineering design it comes from a licensed engineer.
- We do not characterize anyone’s conduct, motive or state of mind.
- We do not accept discounted, contingent or in-kind arrangements.