Precision is the engine.
For the developers at your firm: how HyperKonic turns every record into facts code can fetch and check.
Exact.
Every file is converted into one exact form, the same way every time.
Located.
Every fact has an address and a fingerprint.
Connected.
Code relates any fact to any other, across every year of records.
Compounding.
Each new email, file and call adds to it. The edge grows.
The model points. Code fetches.
Take a made-up call note. A model chose where to point. Code went to that address and brought back the exact words.
Call note
Date: 2023-03-14
With: Family office, Boston
Fund I: invested
They asked when the next fund opens.
Follow up: none sent.{"form":"text/1",
"sha256":"e10ffeca076356fc944568b1867d6acdbe2850a5563218eb6e182672e9da6330",
"lines":[5,6]}{"content":"They asked when the next fund opens.\nFollow up: none sent.\n","status":"ok"}Then someone edits the note. The same pointer gets a different answer.
{"status":"stale"}If a source has changed, it says so.
the record is made up · the pointer and both results are the engine’s own output
Four results, no others.
- ok
- The address holds. Here are the exact words.
- invalid
- The pointer is malformed, or it points outside the record.
- stale
- The record has changed since the pointer was made.
- unavailable
- The record cannot be reached right now.
The engine never guesses, and it never repairs an address.
Questions developers ask.
The engine, in plain words.
What does HyperKonic do with a document?
HyperKonic converts the file into one exact form, the same way every time, and gives every fact in it an address. Code can then fetch that fact again and check that the source has not changed.
What is an address?
In HyperKonic, an address is the exact place a fact sits in a record: a line in a text, a cell in a sheet, or a field in a structured record. Because every fact has one, any fact can be fetched again and checked against its source.
What happens when a source changes?
HyperKonic says so. Every fact is tied to the exact content it came from. If that content changes, the engine answers stale instead of an old value, and the fact is pointed at again.
Does an address mean the answer is right?
No. In HyperKonic an address shows where a fact came from and that it has not changed. It does not show that the model pointed at the right fact. That is why a ranking, a match or a suggestion is labeled as an inference with the facts shown under it, and why a person makes the call.
What does the engine return when it is asked for a fact?
The HyperKonic engine returns exactly one of four results. ok comes with the exact content. invalid means the pointer is malformed or points outside the record. stale means the content has changed. unavailable means the record cannot be reached right now. The engine never guesses and never repairs an address.
How is the engine tested?
The HyperKonic engine is checked against a fixed set of made-up files with known answers, and its output has to match them exactly. A separate checker runs the comparison, and the engine can never rewrite its own expected answers. No client records are used in tests.
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