Research

Notes from the lab.

What we built, what remains open, and where each result stops. Every note carries its scope and its limit with it.

Selected public notes, not a complete research inventory. A publication date is not a new experiment or an independent replication. Read as Markdown ↗

Separating model-authored programs from computed results

The restricted DSL parses an admitted program and computes its result through an interpreter instead of accepting a recalled figure.

Does not establish The restriction does not establish that the program asks the right question or uses correct inputs, and it does not cover unrestricted narration.

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Evidence required before applying a receipt in another domain

A new domain application needs a defined user decision, a covered uncertainty term, and evidence that the receipt helps with that decision.

Does not establish This guide establishes no domain approval, customer deployment, or new experimental result; the earlier mixed-origin narrative has been retired.

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The scope of a storage-error execution bound

The execution certificate evaluates supported computations under a declared storage-quantization model and refuses unsupported cases.

Does not establish The result is not a guaranteed enclosure of rounding, discretization, sampling, provider, and model error together.

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Preserving the information available at a decision time

The vintage path separates the period measured from the publication date of each available value and retains revision history.

Does not establish A dated vintage alone does not establish intraday arrival time, complete provider coverage, or realistic execution in a backtest.

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What receipt replay can establish

The verifier checks a receipt under a caller-pinned key and compares the covered computation with supplied inputs.

Does not establish Replay does not establish truthful capture, independent operation, or checks that the result leaves unperformed.

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Reading transparency evidence without overstating it

The verifier can compare carried capture evidence with signed log commitments and report the resulting width-trust status.

Does not establish Anchoring does not establish correct initial capture or operator independence; fork detection needs comparison evidence outside a single current response.

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How to read this record

A result is useful when its scope is clear.

Start with the summary, read the “Does not establish” boundary, then follow the note’s sources. Implementation, a dated experiment, and third-party reproduction are different forms of evidence.

Shipped
Implemented in the scope described by the note.
Active
Under investigation; no settled result is implied.
Gated
A named prerequisite must be met before proceeding.
Retreat
A direction was set aside with a recorded reason.
Refuted
A proposed claim did not survive review.

Read the longer argument

Public manuscripts

Author-published manuscripts in the open repository. These links are a reading list, not a claim of external peer review or independent reproduction.

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