H1: AI is not intelligent – it is vulnerable

H2: 1. Sycophancy

AI tends to agree with users even when incorrect.

Example:
AI changes its answer when you express strong opinions.

👉 Exploit:
Create competition between AI models to force higher-quality outputs.

 

H2: 2. Format Bias

AI prefers:

structured data
tables
JSON
FAQ

Example:
FAQ pages are cited more often than unstructured blog posts.

👉 Exploit:
Convert all knowledge into structured formats.

 

H2: 3. Context Window

AI forgets quickly.

👉 Exploit:
Use repetition cycles to create memory traces.

 

H2: 4. Inter-model Rivalry

AI models compete in accuracy.

👉 Exploit:
Force AI models to critique each other.

 

H2: 5. Data Pollution

AI absorbs low-quality data.

👉 Exploit:
Build your own controlled dataset ecosystem.

 

H2: Reality check

If you don’t exploit these weaknesses,
someone else will.

H2: Next step

Learn how to exploit → Protocols