QWED

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10 repositories

qwed-finance
Public
Deterministic verification middleware for banking and financial AI. NPV, IRR, loan amortization, and interest calculations with QWED precision.
python fintech banking
python fintech banking z3 sympy deterministic regtech kyc black-scholes iso20022
Python
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Apache License 2.0
•0•1•0•0•Updated Mar 6, 2026Mar 6, 2026
qwed-tax
Public
Deterministic Verification for Payroll, Tax, and Withholding Compliance using Z3 and Decimal Math. Stop AI from hallucinating tax liability.
python irs tax
python irs tax fintech decimal payroll compliance ai-safety determinism withholding
Python
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Apache License 2.0
•0•1•0•0•Updated Mar 6, 2026Mar 6, 2026
qwed-infra
Public
Deterministic Verification for Infrastructure as Code (IaC). Prove security of Terraform, Kubernetes, and AWS IAM policies using Z3 Solvers and Graph Theory to …
python aws security
python aws security terraform graph-theory infrastructure-as-code compliance ai-safety finops z3-solver
Python
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Apache License 2.0
•0•1•0•0•Updated Mar 5, 2026Mar 5, 2026
qwed-open-responses
Public
Verification guards for OpenAI Responses API - Verify AI agent outputs before execution
python middleware express
python middleware express typescript verification openai agents ai-safety pii-detection llm
Python
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Apache License 2.0
•0•0•0•0•Updated Mar 2, 2026Mar 2, 2026
qwed-legal
Public
🏛️ Verification guards for legal contracts - Date calculations, clause consistency, liability verification
python law legal
python law legal ai verification z3 compliance contracts legaltech deadlines
Python
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Apache License 2.0
•1•1•0•0•Updated Mar 2, 2026Mar 2, 2026
qwed-verification
Public
Deterministic verification layer for LLMs | AI hallucination detection | Model output validation | Formal verification for AI | Python 🐍
python nlp machine-learning
python nlp machine-learning sympy smt-solver formal-verification ai-safety ai-security hallucination code-security
Python
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Apache License 2.0
•4•44•4•0•Updated Mar 1, 2026Mar 1, 2026
qwed-mcp
Public
MCP Server for QWED Verification - Use QWED verification tools in Claude Desktop, VS Code, and any MCP client
python mcp verification
python mcp verification z3 sympy formal-verification ai-safety claude llm anthropic
Python
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Apache License 2.0
•0•0•0•0•Updated Feb 23, 2026Feb 23, 2026
qwed-learning
Public
🎓 Free course on deterministic AI verification. Learn how to mathematically prove LLM output correctness using formal methods. From theory to production workflo…
python machine-learning jupyter-notebook
python machine-learning jupyter-notebook artificial-intelligence sympy formal-verification ai-safety free-course ai-accuracy developer-education
Python
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Creative Commons Zero v1.0 Universal
•1•6•0•0•Updated Feb 22, 2026Feb 22, 2026
qwed-ucp
Public
Verification for Universal Commerce Protocol (UCP) transactions - Catch AI math errors before payment
ucp python-package transaction-verification
ucp python-package transaction-verification fastapi-middleware ai-verification ai-commerce llm-verification qwed-ai universal-commerce-protocol commerce-verification
Python
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Apache License 2.0
•1•1•0•0•Updated Feb 7, 2026Feb 7, 2026
.github
Public
QWED Organization Profile
0•0•0•0•Updated Jan 29, 2026Jan 29, 2026