Below you will find pages that utilize the taxonomy term “QWED-AI”
January 25, 2026
QWED Legal Verification
Version updated for https://github.com/QWED-AI/qwed-legal to version v0.2.0.
This action is used across all versions by ? repositories. Go to the GitHub Marketplace to find the latest changes.
Action Summary QWED-Legal is an open-source verification tool designed to ensure the accuracy of AI-generated legal analyses, such as deadline calculations, clause consistency, and liability evaluations. By using deterministic methods like symbolic math and formal proofs, it acts as a safety layer to validate AI outputs, reducing the risk of errors that could lead to disputes, missed deadlines, or litigation.
January 20, 2026
QWED Commerce Auditor
Version updated for https://github.com/QWED-AI/qwed-ucp to version v0.2.0.
This action is used across all versions by ? repositories. Go to the GitHub Marketplace to find the latest changes.
Action Summary QWED-UCP is a verification tool designed for ensuring the mathematical accuracy and compliance of AI-driven e-commerce transactions using Google’s Universal Commerce Protocol (UCP). It addresses issues like AI-generated errors in calculations, tax percentages, and schema compliance by employing three distinct verification engines: SymPy for financial computations, Z3 for state machine logic, and JSON Schema for UCP structure validation.
January 20, 2026
QWED Protocol Verification
Version updated for https://github.com/QWED-AI/qwed-verification to version v2.4.1.
This action is used across all versions by 0 repositories. Go to the GitHub Marketplace to find the latest changes.
Action Summary QWED is a model-agnostic verification tool designed to evaluate and validate outputs from any large language model (LLM), such as OpenAI, Anthropic, or local models. Its primary purpose is to detect and prevent AI hallucinations by using eight specialized verification engines, ensuring that only provable and reliable AI outputs are allowed into production.
January 20, 2026
QWED Finance Guard
Version updated for https://github.com/QWED-AI/qwed-finance to version v1.2.0.
This action is used across all versions by ? repositories. Go to the GitHub Marketplace to find the latest changes.
Action Summary QWED-Finance is a middleware tool designed to verify and ensure the accuracy of AI-generated financial calculations for banking and finance applications. It automates the validation of critical computations, such as NPV, IRR, loan amortization, and derivatives pricing, while preventing errors in currency calculations and ensuring compliance with regulatory standards.
January 19, 2026
QWED Finance Verify
Version updated for https://github.com/QWED-AI/qwed-finance to version v1.1.4.
This action is used across all versions by ? repositories. Go to the GitHub Marketplace to find the latest changes.
Action Summary QWED-Finance is a middleware designed to ensure the mathematical accuracy and compliance of AI-generated financial calculations before they are used in production. It automates the verification of key financial computations such as NPV, IRR, loan amortization, and derivatives pricing, while also addressing compliance with regulatory standards and preventing errors like floating-point inaccuracies in currency calculations.
January 12, 2026
QWED Neurosymbolic Verification
Version updated for https://github.com/QWED-AI/qwed-verification to version v2.3.1.
This action is used across all versions by 0 repositories. Go to the GitHub Marketplace to find the latest changes.
Action Summary QWED Protocol is an open-source verification tool designed to ensure accuracy and reliability in outputs generated by large language models (LLMs), regardless of the model provider (e.g., OpenAI, Anthropic, Llama). It uses eight specialized verification engines to detect and prevent AI hallucinations, ensuring only verifiable outputs are deployed in production environments.
January 5, 2026
QWED Neurosymbolic Verification
Version updated for https://github.com/QWED-AI/qwed-verification to version v2.3.0.
This action is used across all versions by 0 repositories. Go to the GitHub Marketplace to find the latest changes.
Action Summary QWED Protocol is a model-agnostic verification tool designed to validate outputs from any large language model (LLM) by detecting and preventing hallucinations. It automates the verification of AI-generated content using eight specialized engines, ensuring only provable outputs are used in production. By integrating multiple existing verification libraries into a unified API, QWED provides a reliable solution for enhancing AI trustworthiness in production environments.
January 4, 2026
QWED Neurosymbolic Verification
Version updated for https://github.com/QWED-AI/qwed-verification to version v2.2.0.
This action is used across all versions by 0 repositories. Go to the GitHub Marketplace to find the latest changes.
Action Summary QWED Protocol is an open-source GitHub Action that provides a robust, model-agnostic verification layer for validating outputs from large language models (LLMs). It automates the detection and prevention of AI hallucinations using eight specialized verification engines, ensuring only provable and reliable AI-generated outputs are allowed into production.