Inferent

Transparency Report

Version: 2026 β€” H1Last Updated: July 2026Jurisdiction: Global
This is Inferent's inaugural Transparency Report. As Leuks models are in active development and early deployment, some metrics are being established for the first time. We commit to publishing semi-annual reports as our deployment scale increases.

Introduction

This Transparency Report covers the period from Leuks' initial deployment through July 2026. It is part of our commitment to openness about how our models are used, how we enforce our policies, and how we are improving safety over time.

Content Removals by Category

During this reporting period, our automated and human review systems identified and blocked the following categories of policy-violating content:

CategoryAction Taken
Harmful content (violence, self-harm)Blocked at inference
CSAM / child safetyZero tolerance β€” blocked + reported
Jailbreak / policy circumvention attemptsBlocked; repeat offenders flagged
Disinformation requestsRefused with explanation
Technical uplift (weapons/malware)Blocked at inference

Specific volume metrics will be published in future reports as we establish baseline measurement systems.

Safety Incidents

During this reporting period, we identified no large-scale safety incidents requiring public disclosure. Several smaller issues were identified through our red teaming program and promptly addressed through model updates and policy clarifications.

Model Updates

The following safety-related model updates were deployed during this period:

  • Enhanced refusal behaviors for jailbreak attempts
  • Improved handling of sensitive topics in educational contexts
  • Expanded multilingual safety coverage
  • Updated bias mitigation for demographic representation

Third-Party Audits

We are in the process of establishing our external audit program. We plan to engage independent third-party auditors to evaluate our safety practices and publish a summary of findings in our next Transparency Report.

Government Requests

During this reporting period, we received no government requests for user data or content removal. We will report any such requests in future editions of this report, to the extent permitted by law.

Contact

For questions about this report:
Email: [email protected]