AI Transparency
IA STUDIO integrates AI-assisted tools within a structured, human-supervised research workflow.
IA STUDIO does not claim peer-reviewed publication status; all materials are made available for transparency and research reference only.
These tools are used for interpretive modelling, data organisation, and drafting support under full human supervision.
All analytical conclusions, classifications, and evidential interpretations are determined through human analysis.
AI-assisted tools do not generate evidential findings, measurements, or classifications and do not operate autonomously at any stage of the research process.
The methodologies, written content, and analytical frameworks presented on this site are original works authored by IA STUDIO and are protected under UK copyright law as literary and artistic works.
This disclosure documents the current public record of method description and authorship for research reference.
The framework is presented for transparency and scholarly discussion and remains subject to refinement through peer review and future case studies.
Legal Notice & Research Access
© 2025–present IA STUDIO. All rights reserved.
All published text, imagery, research findings, and analytical materials remain the intellectual property of IA STUDIO unless otherwise stated.
Reproduction or redistribution without prior permission is prohibited.
Short quotations or citations for scholarly discussion are permitted with clear attribution.
Reproduction of figures, diagrams, or datasets requires written permission.
Released datasets are provided for educational and research use only, under IA STUDIO’s non-commercial, transparency-first policy.
Nothing on this site constitutes professional valuation, grading, certification, legal advice, or investment guidance. IA STUDIO does not act as a grading authority, valuation service, or certifying body.
The Hybrid Reasoning Framework and its underlying methodology were developed by A. Ikraam through IA STUDIO. They are original works documented under UK copyright law and made publicly available for research reference under IA STUDIO’s transparency-first, non-commercial policy.
Citation Guidance
When citing the Hybrid Reasoning Framework, please use:
IA STUDIO (2026). Hybrid Reasoning Framework – Edition 1.1. Independent Research & Documentation Initiative. https://iastudio.org/
(Edition 1.1 consolidates and supersedes the preliminary 2025 release.)
Trademark & Identity Protection
The name IA STUDIO, its logo, and all associated brand identity elements are protected.
Unauthorised use, imitation, or misrepresentation is prohibited.
Use of the IA STUDIO name or framework in third-party publications must not imply endorsement, partnership, or certification unless explicitly stated in writing.
Contact
Email: contact@iastudio.org
Edition 1.1 – January 2026
This edition consolidates IA STUDIO’s public research, transparency, and authorship disclosures as of January 2026.
It documents a case study demonstrating how AI-assisted reasoning can be integrated with independent laboratory verification in cultural-heritage research.
Future updates will reflect any amendments to citation guidance or dataset-access policy later in 2026.
This page serves as IA STUDIO’s definitive transparency and authorship declaration as of January 2026.
IA STUDIO 