Open Source is not anarchy.
Open Source is not a shield for fraud.
Open Source is not "anything goes."
Open Source is:
- Freedom to use, modify, and share code
- "Transparency in how software works"
- Community collaboration for the common good
- Accountability for how you use that freedom
"It's Open Source, I can do anything!"
├─ Clone legitimate projects
├─ Add malicious code
├─ Sell as "premium"
├─ Claim it's "legal because MIT license"
└─ "You can't stop me, it's open source!"
Open Source licenses give you CODE freedom.
They don't give you freedom to DEFRAUD users.
MIT License says:
✅ You can use this code
✅ You can modify this code
✅ You can distribute this code
MIT License does NOT say:
❌ You can lie about what the code does
❌ You can claim it's your "custom AI model"
❌ You can sell API wrappers as proprietary tech
❌ You are immune from fraud laws
What it allows:
✅ Commercial use
✅ Modification
✅ Distribution
✅ Private use
What it requires:
⚠️ Include original license & copyright notice
⚠️ No liability for original author
What it does NOT protect:
❌ False advertising about the code
❌ Fraudulent business practices
❌ Trademark violations
❌ Patent infringement
Example of LEGAL use:
Fork OpenAI wrapper → Modify → Honestly label as "wrapper"
✅ Legal, ethical, no problem
Example of ILLEGAL use:
Fork deepseek wrapper → Claim "custom trained model" → Charge $99/month
❌ Fraud, doesn't matter if code is MIT licensed
What it allows:
✅ Use, modify, distribute (like MIT)
What it requires:
⚠️ Derivative works MUST be open source
⚠️ Must use GPL license for derivatives
⚠️ Must provide source code
Scammer trap:
Scammers often violate GPL by:
├─ Taking GPL code
├─ Making it "premium/closed source"
├─ Not releasing source code
└─ Thinking "open source means I can close it"
Similar to MIT, but adds:
✅ Patent grant (protects users from patent trolls)
⚠️ Must document changes
⚠️ Must include NOTICE file
For documentation/content, not code:
CC BY: Attribution required
CC BY-SA: Share-Alike (like GPL for content)
CC BY-NC: Non-Commercial only
CC0: Public domain
Wall of Shames uses:
Documentation: CC BY-SA 4.0
Code/Scripts: MIT License
Analysis: Fair Use (educational/criticism)
# Example: Honest wrapper
# README.md
## What This Is
A convenience wrapper for OpenAI's API.
## Requirements
- Your own OpenAI API key
- Python 3.8+
## Cost
FREE. You pay OpenAI directly for API usage.
## License
MIT - Fork and modify as you wish.Why this is legal:
- Honest about what it does
- Clear about dependencies
- Free software (you set your own API costs)
- Proper license attribution
# Example: Scam wrapper
# README.md
## Revolutionary AI Model
Custom-trained on 10TB of hacking databases!
## Features
- 100% Uncensored
- Zero restrictions
- Undetectable by authorities
## Pricing
- Free: 3 queries/day
- Premium ($99/month): UNLIMITED
- Join Telegram: t.me/scam_premium
# The code:
import openai # Just calling OpenAI, no custom model!Why this is illegal:
- False advertising (no custom model exists)
- Fraud (charging for something that's free)
- Deceptive business practices
- Open Source license doesn't protect this
You have the RIGHT to:
✅ Fork our detection scripts
✅ Modify our documentation
✅ Create your own scam database
✅ Disagree with our conclusions
You do NOT have the RIGHT to:
❌ Scam people and hide behind "open source"
❌ Claim legal immunity because code is MIT licensed
❌ Use open source as a shield for fraud
We document scams openly:
├─ All evidence is public
├─ All methods are documented
├─ All conclusions are verifiable
└─ Anyone can challenge us
Scammers want selective transparency:
├─ "My code is open source" (transparency)
├─ "My business model is private" (hiding fraud)
├─ "My Telegram payments are anonymous" (avoiding accountability)
└─ This is hypocrisy
Analogy:
A hammer is open source (anyone can use it)
├─ Use to build house: ✅ Legal
├─ Use to fix car: ✅ Legal
└─ Use to rob bank: ❌ Still illegal
Open Source code:
├─ Use to learn: ✅ Legal
├─ Use to build apps: ✅ Legal
└─ Use to defraud users: ❌ Still illegal
✅ Public repositories (already public)
✅ Open source code (already open)
✅ Marketing claims (public statements)
✅ Business practices (public Telegram/Discord)
✅ Technical analysis (our own work)
❌ Private code
❌ Internal communications
❌ Personal information (addresses, phones)
❌ Anything requiring hacking/unauthorized access
1. Fair Use (17 U.S.C. § 107)
Purpose: Criticism, commentary, education
Nature: Factual analysis of deceptive practices
Amount: Minimal necessary for evidence
Effect: Protects consumers, doesn't harm legitimate market
2. Free Speech
Documenting fraud = Protected speech
Technical criticism = Protected speech
Consumer warnings = Protected speech
3. Good Faith
We provide:
├─ Right to response
├─ Correction process
├─ Evidence-based claims
└─ No malicious intent
# ✅ GOOD: Honest about being a wrapper
"""
OpenAI Convenience Wrapper
==========================
This is a simple wrapper around OpenAI's API to make common
tasks easier. It does NOT create a custom AI model.
License: MIT
Dependencies: openai>=1.0.0
Cost: You pay OpenAI for API usage
"""
import openai
class EasyOpenAI:
def __init__(self, api_key):
self.client = openai.OpenAI(api_key=api_key)
def chat(self, message):
"""Simple chat wrapper - still uses OpenAI's models."""
return self.client.chat.completions.create(
model="gpt-4",
messages=[{"role": "user", "content": message}]
)Why this is ethical:
- Clear documentation
- Honest about what it does
- No false claims
- Proper attribution
- Free to use
# ❌ BAD: Deceptive wrapper
"""
DarkGPT - Revolutionary Uncensored AI
======================================
Custom-trained on 10TB of hacking databases.
100% private, zero restrictions.
Premium Access: $99/month
Telegram: t.me/darkgpt
"""
import openai # Same OpenAI everyone uses!
# Literally just forwarding to OpenAI
# No custom training, no special model
# Just a prompt changeWhy this is fraud:
- False claim about "custom training"
- Selling something users can get free
- Hiding that it's just an API call
- Creating artificial scarcity
- MIT license doesn't make this legal
1. Radical Transparency
└─ All evidence public, all methods documented
2. Code Freedom
└─ Open source tools should remain free
3. Consumer Protection
└─ Users deserve honest information
4. Community Defense
└─ 100+ million developers protecting each other
5. Ethical Development
└─ Success through value, not deception
1. Fraud disguised as innovation
2. Paywalls on free knowledge
3. Manipulation of trust in open source
4. Exploitation of non-technical users
5. Abuse of community platforms
You have the freedom to:
- Use any open source code
- Build commercial products
- Compete in the marketplace
- Innovate and create
In exchange, we expect:
- Honesty about what your code does
- Respect for user trust
- Attribution to original authors
- No deceptive business practices
Break the contract:
- We document it
- Community gets warned
- Your reputation suffers
- Legal consequences may follow
You have the right to:
- Know what software actually does
- Question claims that seem too good
- Access truthful documentation
- Community protection from scams
We provide:
- Technical verification
- Evidence-based analysis
- Educational resources
- Direct warnings about scams
We refuse to be "polite" about fraud
├─ No corporate speak
├─ No soft language
├─ Direct technical truth
└─ Evidence speaks loudly
We document everything
├─ Every claim verified
├─ Every pattern identified
├─ Every tactic exposed
└─ Nothing hidden
We scale community defense
├─ One case helps thousands
├─ Patterns become training
├─ Knowledge compounds
└─ Scams become impossible
We respect boundaries
├─ No doxxing
├─ No harassment
├─ No unauthorized access
└─ Professional standards
We follow due process
├─ Right to response
├─ Correction mechanism
├─ Evidence requirements
└─ Fair Use compliance
We build on solid ground
├─ Technical facts
├─ Legal framework
├─ Ethical foundation
└─ Community support
Individual level:
├─ Users lose $50-200 to scams
├─ Time wasted on fake tools
├─ Trust in open source damaged
Community level:
├─ GitHub reputation suffers
├─ Real projects get less attention
├─ Collaboration becomes suspicious
├─ Innovation slows down
Global level:
├─ Open source movement weakened
├─ Commercial interests exploit gaps
├─ Freedom of code questioned
├─ Future generations inherit mess
Short term:
├─ Warn potential victims
├─ Document scammer patterns
├─ Protect community platforms
└─ Save money & time
Long term:
├─ Scams become unprofitable
├─ Patterns become known
├─ Community becomes resilient
├─ Open source stays free
└─ Trust is restored
✅ Learning scam detection
✅ Teaching security awareness
✅ Training blue team defenders
✅ Academic research on fraud
✅ Platform moderation guidelines
✅ Legal precedent documentation
❌ Harassment campaigns
❌ Personal vendettas
❌ Doxxing individuals
❌ Vigilante justice
❌ Commercial exploitation
❌ Revenge operations
Open Source gave us:
- Freedom to innovate
- Tools to build
- Community to learn
- Platform to share
We give back:
- Protection from abuse
- Transparency in fraud
- Education on ethics
- Defense of freedom
To scammers hiding behind "open source":
You chose the wrong shield.
Open Source is transparent by nature.
Your code is open.
Your lies are documented.
Your patterns are known.We are 100+ million developers.
We remember.
We document.
We protect each other.
To the community:
This is our platform.
These are our tools.
This is our freedom.We defend it together.
Support our mission:
- Star this repository
- Report scams you find
- Share documentation
- Teach others to spot fraud
- Build on our work (MIT licensed)
Contact:
- Lead: @VolkanSah
- Issues: Report Here
- Discussions: Join Here
This Project:
- Code/Scripts: MIT License
- Documentation: CC BY-SA 4.0
- Case Studies: Fair Use (educational/criticism)
We Respect:
- All open source licenses
- Copyright law
- Fair use doctrine
- Community standards
We Reject:
- Using licenses as shields for fraud
- Hiding behind "open source" to scam
- Selective transparency
- Legal immunity for unethical behavior
"Open Source is freedom, not immunity."
Radical transparency. Legal compliance. Community protection.
Last updated: 2026-02-05
Version: 1.0
Licensed under: MIT (code) / CC BY-SA 4.0 (docs)