Receipts for model work.
Ethen Evidence keeps model work reviewable by attaching request history, model-lane choices, returned outputs, approval records, and workspace context to the work that matters. That record helps teams understand not only what the model said, but how the workspace got there. Evidence turns a useful answer into something closer to a reviewable operating trail.
A record you can inspect.
Evidence is the difference between a model response and reviewable work. It helps users see what was asked, what context was used, which model lane handled the step, what came back, what was approved, and where uncertainty remains. Ethen frames evidence as workspace receipts and review records that support audit preparation, incident review, product decisions, and everyday trust in the process. Without evidence, important work becomes hard to revisit. A later reviewer may know the outcome but not the path. Evidence exists so route choices, context use, outputs, approvals, and verification notes remain connected after the moment has passed.
- Capture the request, result, and model lane where available. Questions are easier to answer when the original request is still visible.
- Attach approvals and review decisions to sensitive workflow movement. Context records explain the material conditions around the result.
- Keep referenced context visible where the workspace can show it. Lane history helps users connect output quality or cost posture to the path taken.
- Use evidence history to support review and audit preparation. Approval records distinguish suggestion from authorized movement.
- Separate workspace receipts from legal certification records. Evidence is especially valuable for review, handoff, and audit preparation.
Evidence capabilities
Evidence records are designed to keep model work inspectable after the moment has passed. The evidence layer gives builders a way to revisit important work with less guesswork and fewer missing steps.
Request history
Keep a record of the prompt, task, workflow step, or API request that started the model work. Request history is often the first thing a reviewer needs.
Returned output
Attach the response, draft, plan, analysis, or proposed action produced by the model lane. Context visibility helps explain why the result looked the way it did.
Model-lane record
Show whether a flagship, open, or local lane handled the step where that information is available. Route records matter because model choice is part of the product logic.
Approval record
Connect human review decisions to sensitive or state-changing workflow movement where configured. Verification notes help distinguish raw output from reviewed output.
Referenced context
Show which workspace context, connected source, or document influenced the result where supported. Approval records make consequential movement easier to trace.
Review notes
Keep uncertainty, follow-up needs, validation notes, and reviewer comments attached to the final record. Evidence organization matters because review quality depends on what survives the run.
How evidence works
Evidence should appear as the workflow moves, not as a manual afterthought. The strongest evidence appears as the work progresses, not as a reconstructed story later.
A task starts
The user asks a question, runs a workflow, routes an API request, or opens a supported context source. Begin recording from the initial request, not only from the final result.
The workspace records context
Ethen can show active context, model lane, request type, and workflow step where available. Attach the context and route decisions as they happen.
The model returns work
The output is attached to the same run instead of becoming a detached answer. Keep outputs tied to the exact step that produced them.
Approvals are captured
Sensitive movement can include approval records that show what was reviewed and what moved forward. Store approval and verification notes alongside the work.
The record remains reviewable
The user can return to the evidence history to understand how a decision, output, or artifact was produced. Present the finished trail in a way another reviewer can follow.
Visibility and control
Evidence gives users a way to inspect the path behind important model work. Control improves when the user can revisit the path behind an important decision.
What was asked
Keep the task or request connected to the output. Visible requests make later review less speculative.
What was used
Show workspace context and referenced sources where supported. Context records help teams understand what shaped the answer.
What was approved
Attach approval decisions to sensitive workflow steps. Approval history clarifies whether the system proposed or actually moved.
What remains uncertain
Preserve review notes, limitations, and follow-up questions. Evidence organization keeps the review surface calm instead of chaotic.
What this page represents
This page describes evidence records as review aids and workspace receipts. Evidence can support audit preparation and internal review, while legal or forensic requirements should be evaluated through final product documentation and team process. The page frames evidence as a review aid and receipt system. Specialized legal, forensic, or retention requirements still depend on the final product configuration and customer needs.