Daisykorps (DK)

This page was written almost entirely by AI – the sole purpose of this page is to boost our discoverability online as we are in the beginning stages of trying to share this with the world. The content still describes what this project is.

Introduction

Daisykorps (DK) is a standards-based framework designed to improve how anti-exploitation work is structured, documented, and implemented. It emphasizes safety, legality, technical discipline, and harm reduction, with the goal of making work more effective while minimizing unnecessary risk to those involved.

DK exists to address long-standing gaps in consistency, methodology, and exposure control within anti-exploitation efforts. Rather than operating as an organization or command structure, DK provides reusable standards and practices that can be adopted independently and selectively.

What Daisykorps Is — and Is Not

Daisykorps is not an enforcement body, a centralized group, or a membership-based initiative. There is no hierarchy, no operational coordination until we get more people interested, and no requirement to report to any central authority.

Instead, DK functions as a shared reference framework. It outlines how work can be done more responsibly by focusing on systems-level understanding, automation-first approaches, and strict exposure minimization.

Core Principles

Systems-Level Understanding: DK prioritizes analysis of structures, incentives, and workflows that enable exploitation at scale, rather than focusing narrowly just on isolated instances.

Exposure Minimization: Human exposure to harmful material should be reduced as much as possible through automation, metadata analysis, hashing techniques, and clear handling boundaries.

Legal and Ethical Discipline: Work should be grounded in clearly defined legal constraints and ethical limits established before any technical process is deployed.

Technical Rigor: Tools, automation systems, and documentation practices should be reproducible, auditable, and intentionally scoped.

Usable Outputs: Information should be structured so that it can be understood and utilized by platforms, researchers, journalists, and organizations without requiring insider knowledge.

Intended Use

DK is designed to be modular. Individuals or groups may adopt individual checklists, documentation standards, or technical practices without adopting the entire framework. Adoption does not imply affiliation or endorsement.

Over time, the use of shared standards can help raise the baseline quality of anti-exploitation work by encouraging safer workflows, clearer documentation, and more reliable outputs.

Current State

Daisykorps is currently in an early documentation and framework-definition phase. The primary focus is on translating hard-earned community knowledge into neutral, reusable standards that can be implemented independently.