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Research tooling

Hermes Research Guard

Synthetic evaluation

THE IDEA, AT A GLANCE

Test the assistant and the answer.

An answer should hold up when someone checks it. Hermes Research compares AI responses with the records returned by tools and studies how to catch unsupported conclusions.

PROJECT ACCESS

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Guided project experience

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01

The purpose

Catch unsupported answers before they are displayed.

02

Leadership in practice

Make challenge part of improvement. Preserve failures, invite independent tests, and use what breaks to strengthen the next version.

03

The bigger ambition

Develop reliable checks and clear fallback answers.

04

What comes next

Use new test cases, separate model performance from guard performance, and retain failed results.

HOW THE IDEA TAKES SHAPE

A clear path to progress.

  1. 01

    Start with a real need

    Understand the people and the task.

  2. 02

    Work from supported inputs

    Keep context and permissions visible.

  3. 03

    Invite human review

    Make feedback part of the workflow.

  4. 04

    Improve with evidence

    Document what changed and why.

Illustrative workflow. The project’s current status and remaining work are described below.

WHERE THE PROJECT STANDS

Progress you can assess.

Development scope only. Current operational readiness and external integrations are not established.

Project goals describe the direction of development. A prototype is an early test version; synthetic demonstrations use fictional material. The interactive exhibition demonstrates selected workflows with fictional records. Separate operational applications retain their own access and deployment requirements.

Let’s talk about Hermes Research Guard

THE PROJECT FOLDER

Keep the work
moving forward.

Strong ideas grow through clear records, honest questions, and a team that learns together. Keep this project’s supporting work close to its purpose.

No current program has been matched specifically to this project. The studio opportunity board records verified funding leads and their requirements.

Detective Sarge

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About Sarge & recorded voice

Drew Smith created Sarge’s persona and guidance workflow. This portfolio guide is not approved for criminal justice information and makes no CJIS certification claim. Live voice and avatar services are not connected.