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Red flags
- “Official ChatGPT” Android APKs outside Google Play / Apple App Store
- Sites asking for OpenAI API key to “unlock free GPT-5”
- Telegram bots that steal keys or wallet seeds
- Pay to remove watermark / “verify humanity”
- Browser extensions with full page access + mystery AI features
- Deepfake job interviews → real employer uses official careers site only
Safe habits
- Get apps from vendor domain only (openai.com, anthropic.com, google.com)
- Rotate API keys if pasted into unknown UIs; use env vars, not commits
- For local models, download from ollama.com, huggingface.co, or project GitHub
- Student offers: verify on education.github.com, not random DMs
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