---
title: "EU AI Act — Articles 14 + 15 (Human Oversight + Accuracy/Robustness) — KYE Protocol™"
description: "EU AI Act — Articles 14 + 15 (Human Oversight + Accuracy/Robustness) — control mappings to KYE Protocol™ canonical artefacts. High-risk AI systems placed on the EU market or used in the EU — including AI in critical infrastruc…"
url: https://kyeprotocol.com/frameworks/eu-ai-act/
lang: en
source: "KYE Protocol"
---

> EU AI Act — Articles 14 + 15 (Human Oversight + Accuracy/Robustness) — control mappings to KYE Protocol™ canonical artefacts. High-risk AI systems placed on the EU market or used in the EU — including AI in critical infrastruc…

Framework deep-dive

# EU AI Act — Articles 14 + 15 (Human Oversight + Accuracy/Robustness).

**Issuer:** European Union — Regulation (EU) 2024/1689 · **Year:** 2024 (high-risk obligations effective 2026) · **Source:** [official text →](https://eur-lex.europa.eu/eli/reg/2024/1689/oj)

**Scope:** High-risk AI systems placed on the EU market or used in the EU — including AI in critical infrastructure, education, employment, credit-scoring, law enforcement, justice, migration, and biometric identification.

## What KYE Protocol™ supplies

Articles 14 + 15 require structurally-enforceable human oversight, accuracy + robustness measures, and full transparency on high-risk AI systems. KYE Protocol™ supplies the GovernedUI™ approval rail (Article 14) + the Decision Map™ + audit-chain replay surface (Article 15) that turn these articles from outcome-mandates into structurally-enforceable runtime guarantees.

## Per-clause control mapping

| EU AI Act clause | KYE Protocol™ binding |
| --- | --- |
| **Art. 14(1) — Human oversight: measures** | GovernedUI Action Approval — every high-risk action passes through a structurally-enforced approval (none / single / two-person / two-person-with-legal modes). |
| **Art. 14(4)(a) — Properly trained natural persons** | Operating Model + Authority Scope — operators are entity-graph leaves with bounded purpose + authority. |
| **Art. 14(4)(b) — Awareness of automation bias** | Critical Point Review module — diff view + counterfactual replay surface for every decision. |
| **Art. 14(4)(c) — Correctly interpret outputs** | Decision Map™ — every decision binds the input, the rules applied, the signals fused, and the verdict; replayable offline. |
| **Art. 14(4)(d) — Decide not to use or override** | Two-person-with-legal approval mode + KYE™ Meta-Governance Gate™. The structural property that prevents self-grant is part of the patent track and is not disclosed in this repository. |
| **Art. 14(4)(e) — Halt the system** | Kill-switch endpoints on every agent + edge-governance compiled authority bundle. |
| **Art. 15(1) — Accuracy, robustness, cybersecurity** | Conformance Pack 133 fixtures + drift cascade + Reconciliation Engine bijection — every claim is testable. |
| **Art. 15(4) — Resilience against errors** | Reality Coupling rail + stable-drift detector — silent compromise + reality drift surfaced as signed events. |

Every binding above resolves to a canonical KYE Protocol™ artefact (engine, schema, audit event, or patent claim). The full per-control register is published in the conformance repo at `github.com/KYE-Protocol/app/tree/main/internal`.

## What an auditor / regulator gets

- **Replay Proof™** — re-derive any decision offline using only the publisher’s published JWKS. No back-channel to KYE™ project.
- **Evidence Pack™** — sealed, signed, replayable container of decisions + bound rules + audit-chain anchors.
- **Conformance Pack** — 133-fixture black-box test suite; signed `kye.conformance_report.v1` envelope.
- **Audit Chain** — per-tenant WORM-anchored audit chain; the specific multi-tier immutability construction is part of the patent track and is not disclosed here.
- **Compliance Attestation** — per-framework signed `kye.compliance.attestation.v1` envelopes (90-day cadence).

## Adjacent paths

- [All frameworks](https://kyeprotocol.com/frameworks/) — the framework catalogue (this is a deep-dive).
- [For regulators](https://kyeprotocol.com/regulators/) — what supervisors see.
- [For auditors](https://kyeprotocol.com/auditors/) · [Onboard your firm](https://kyeprotocol.com/auditors/onboard/)
- [Whitepaper](https://kyeprotocol.com/whitepaper/) — the technical foundation.
- [Apply for a regulated-pilot](https://kyeprotocol.com/pilot-apply/) — banking-grade scoped engagement.

Canonical KYE™ surfaces referenced on this page: [Evidence Pack™](https://kyeprotocol.com/evidence-pack/) · [KYE™ Conformance Pack™](https://kyeprotocol.com/compliance/) · [KYE Protocol™](https://kyeprotocol.com/) · [KYE™ Reconciliation Engine](https://kyeprotocol.com/glossary/).