Protect Your Likeness from AI: Detect, Prevent, Respond
A practical guide for creators to detect misuse of their face, voice, or style by AI, set technical and platform defenses, and follow a step-by-step takedown and response plan.
Embedding AI in your product: Cloud APIs, On-Device, or Managed Agents
A pragmatic framework to choose between cloud APIs, on-device models, and managed agents—trade-offs, implementation patterns, prototype checklist, and three micro case studies.
How Creators Can Stop AI Scraping and Reuse of Content
A step-by-step, non-technical playbook creators can use to detect scraping, reduce exposure, issue takedowns, and deploy practical defenses against AI reuse.
Model update playbook: Safe LLM testing, rollout & rollback
A step-by-step playbook for small teams to test LLM updates: test suites, staging checks, canary rollouts, monitoring signals, and safe rollback templates.
How to Link Apps to an AI Assistant Securely: Consent & Scopes
Practical guide to link apps to AI assistants securely: request minimal scopes, design clear consent, enable revocation, audit access, and test monitoring workflows.
Reproducible Prompt Workflows: Versioning, Testing, Templates
A practical guide to versioning prompts, writing tests, organizing templates, and adding simple CI checks so your prompt workflows stay reliable and repeatable.
Create AI-Generated Personal Videos Safely: Workflow & Consent
Step-by-step workflow for creators and small teams to produce AI videos featuring a real person—covering capture, consent, tool choices, sample releases, prompts and a checklist.
Safely Connect LLMs to Your Apps: OAuth Scopes, Permissions
Step-by-step guide to secure LLM app integrations: choose minimal OAuth scopes, use short-lived tokens and revocation, monitor for anomalies, and vet third parties.
How to Spot AI-Generated Deepfake Audio and Video: A Practical Guide
A practical moderation workflow to detect deepfake audio and video: visual/audio cues, metadata checks, simple forensic tools, escalation steps, and ethics.
How to Safely Connect Your Password Manager to an AI Assistant
A practical guide to the risks, safe patterns, and step-by-step setups for connecting password managers to AI assistants—plus a checklist for when to allow access.