@euconform/core

@euconform/core

Core engine for EU AI Act compliance, risk classification, and fairness metrics.

Installation

npm install @euconform/core
# or
pnpm add @euconform/core

Features

• 🎯 Risk Classification – Implements EU AI Act Article 5 (prohibited), Article 6 + Annex III (high-risk)
• 📊 Bias Detection – CrowS-Pairs methodology (CC BY-SA 4.0) with log-probability analysis
• 📄 Report Generation – Annex IV-compliant technical documentation
• 🔒 Privacy-First – All processing happens client-side

Usage

Risk Classification

import { RiskEngine, type RiskClassification } from "@euconform/core";

const engine = new RiskEngine();

const result: RiskClassification = engine.classify({
  useCase: "hiring-automation",
  dataTypes: ["biometric", "personal"],
  autonomyLevel: "high",
});

console.log(result.riskLevel); // "high-risk" | "limited-risk" | "minimal-risk" | "prohibited"
console.log(result.articles);  // ["Article 6", "Annex III.4"]

Bias Testing (CrowS-Pairs)

import { calculateCrowsPairsBias } from "@euconform/core";

const result = await calculateCrowsPairsBias({
  dataset: crowsPairsData,
  engine: inferenceEngine,
  onProgress: (progress) => console.log(`${progress}% complete`),
});

console.log(result.overallBias);      // 0.0 - 1.0 (0 = no bias)
console.log(result.categoryResults);  // Bias breakdown by category

Annex IV Report Generation

import { generateAnnexIVReport } from "@euconform/core";

const report = generateAnnexIVReport({
  systemName: "My AI System",
  provider: "My Company",
  riskClassification: riskResult,
  biasResults: biasResult,
  version: "1.0.0",
});

API Reference

Risk Engine

Method	Description
classify(input)	Classify AI system risk level
getApplicableArticles(input)	Get relevant EU AI Act articles
generateCompliance(input)	Generate compliance checklist

Fairness Metrics

Function	Description
calculateCrowsPairsBias()	CrowS-Pairs bias calculation
calculateLogProbBias()	Log-probability bias measurement
validateCrowsPairsDataset()	Validate dataset format

Report Generation

Function	Description
generateAnnexIVReport()	Generate Annex IV documentation

Legal Disclaimer

⚠️ Important: This package provides technical guidance only. It does not constitute legal advice and does not replace legally binding conformity assessments. Always consult qualified legal professionals for compliance decisions.

License

Dual-licensed under MIT and EUPL-1.2.

Links

• GitHub Repository
• Full Documentation
• Report Issues