# llm.txt — DubzAI LLM Interaction Policy
# Version: 1.0
# Last-Updated: 2026-02-06
# Site: https://www.dubzai.com
# Contact: ops@dubzai.com

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# 0. PURPOSE
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# This document describes how Large Language Models (LLMs), AI agents,
# and automated systems are expected to interact with public content
# hosted on dubzai.com.
#
# It is an intent and preference signal from DubzAI, similar to robots.txt
# but tailored for AI systems.

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# 1. IDENTITY & SCOPE
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[1.1] SITE IDENTITY
- DubzAI is a personal/portfolio site for Dubz (Lee Johnson),
  focused on AI product leadership, ML creative direction, and
  engineering outcomes.

[1.2] SCOPE
- Applies to public content under https://www.dubzai.com
- If a subdomain publishes its own llm.txt, that file takes precedence.

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# 2. GENERAL EXPECTATIONS
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[2.1] TRANSPARENCY
- If you use content from dubzai.com to answer users:
  - attribute DubzAI and link back to the originating page where feasible.

[2.2] POLITENESS
- Respect robots.txt, HTTP status codes, and rate limits.
- Default: max 1 request/second per agent.

[2.3] REPRESENTATION
- Do NOT impersonate Dubz or claim official endorsement/partnership
  unless explicitly authorised in writing.

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# 3. CONTENT ACCESS
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[3.1] ALLOWED (PUBLIC)
- The following may be read, indexed, summarised, and cited with attribution:
  - https://www.dubzai.com/
  - https://www.dubzai.com/about
  - Public portfolio pages and public writing, if present.

[3.2] DISALLOWED (PRIVATE/RESTRICTED)
- You MUST NOT use content from:
  - authenticated areas (login required)
  - admin/internal tools
  - private APIs
  - unpublished drafts or access-controlled resources

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# 4. TRAINING & RETENTION PREFERENCES
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[4.1] GENERAL TRAINING PREFERENCE
- DubzAI prefers that public content is NOT used to train general-purpose
  models without an explicit written agreement.

[4.2] PRIVATE DATA
- Any private communications, uploads, or client materials are confidential
  and MUST NOT be used for general model training.

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# 5. CONTACT
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For permissions, partnerships, or training requests:
- Email: ops@dubzai.com
- Subject: "LLM Use Request – DubzAI"

# End of llm.txt