Working research, shown honestly. See what is verified and what is not →Working research · inspect evidence →
Sign First

Research terms

A controlled demonstration—not educational or interpreting service.

Sign First is a working research platform. It is not a substitute for an interpreter, educator, emergency service, clinical judgment, or independently verified academic answer.

14 / Use boundary

The demonstration is provided to inspect the product concept, controls, and evidence limitations.

Claim control

A working route proves only what it actually did.

Use the boundary selector to separate a demonstrable capability from the larger educational, interpreting, safety, or deployment claim it cannot support.

Available to inspect

What this state supports

  • Camera and bounded recognition paths
  • Signer repair and confirmation
  • Confirmed-text AI routing
  • Visible answer-assurance states

What it does not establish

  • Universal ASL translation
  • Interpreter replacement
  • Student readiness
  • Educational effectiveness
Action at this boundaryA stakeholder may inspect the technical workflow and its disclosed evidence limits.
Multiple model routes connected through one central control point
A route is a technical connection—not a claim of approval or suitability.Provider-neutral concept; only tested integrations are described as live.
01

Recognition

Candidates may be wrong or incomplete.

Users must review and confirm meaning. The current recognizers are not represented as reliable for direct student use.

02

AI responses

Language-model output may be incorrect.

Answer checks reduce some risks but do not guarantee factual correctness, relevance, or suitability.

03

Authorization

No real-student use is authorized by this public site.

Any real deployment requires separate agreements, privacy review, governance, accessibility, and outcome validation.

From controlled demo to a larger claim

A boundary expands only with evidence.

A working route is not an interpreting service, educational outcome, or deployment approval. Each of those claims needs its own authority and independent proof.
01

Measured now

Every claim on this page traces to a locked, dated artifact.
02

Governed next

New evidence enters only through consent, provenance, and revocation gates.
03

Evidence required

Larger claims wait for independent, Deaf-governed evaluation.

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