Nexus Learning Labs · Bengaluru

Terms of Use

This website, its research content, dashboards, and tools are the original work of Venkatesh Swaminathan, Nexus Learning Labs.

Effective: April 2026 UDYAM-KR-02-0122422 ORCID 0000-0002-3315-7907
01 Ownership & Authorship

All content on this website — including but not limited to research papers, interactive dashboards, FAQ pages, visualisations, code, architectural diagrams, experimental results, written text, and the Maya Research Series in its entirety — is the sole original work of Venkatesh Swaminathan, founder of Nexus Learning Labs, Bengaluru (UDYAM-KR-02-0122422).

The Maya Research Series (Papers P1–P11 and associated tools) was conceived, designed, implemented, and published independently, on personal hardware, without institutional affiliation, external funding, or co-authorship.

ORCID: 0000-0002-3315-7907  ·  Business: Nexus Learning Labs, Bengaluru, Karnataka, India  ·  UDYAM: UDYAM-KR-02-0122422
02 Permitted Use

The following uses of this website and its content are explicitly permitted:

✓ Permitted
  • Reading, viewing, and sharing links to this website
  • Citing research papers with full attribution (see Citation Requirements below)
  • Using code from GitHub repositories under the MIT License terms
  • Referencing findings in academic work with proper citation
  • Educational discussion of the Maya Research Series methodology
  • Contacting the author for legitimate research collaboration
03 Prohibited Use

The following are explicitly prohibited without prior written permission:

✗ Prohibited
  • Scraping, crawling, or automated harvesting of any content on this website
  • Reproducing dashboard HTML, FAQ content, or visualisations on other platforms
  • Using research findings, results, or architectural descriptions in publications without citation
  • Training machine learning models on content scraped from this website
  • Commercial use of any content, branding, or research outputs without written agreement
  • Claiming authorship or co-authorship of any work presented on this website
  • Reproducing the "Nexus Learning Labs" name, logo, or branding in any context
  • Mirroring or hosting copies of this website or its dashboards
  • Removing or obscuring attribution notices from any reproduced content
04 Citation Requirements

Any academic publication, preprint, thesis, report, blog post, or other research output that references, builds upon, reproduces, or is inspired by the Maya Research Series must cite the relevant paper(s) with full attribution including author name, DOI, and year.

Uncited use of research findings, architectural designs, experimental protocols, or results constitutes a violation of these Terms and of academic integrity standards.

Each repository on github.com/venky2099 contains a CITATION.cff file. GitHub displays a one-click "Cite this repository" button — use it. BibTeX entries are also available in each paper's README.

All papers are permanently archived on Zenodo with immutable DOI timestamps. These timestamps constitute verifiable proof of prior authorship for all findings in the Maya Research Series.

05 Code Repositories & Software

All code repositories are released under the MIT License with mandatory attribution. The MIT License permits use, modification, and redistribution provided the copyright notice and attribution to Venkatesh Swaminathan / Nexus Learning Labs is preserved in all copies.

All repositories contain embedded provenance signatures that are independently verifiable and constitute tamper-evident proof of original authorship:

ORCID Magic Number
0.002315 in all configs
LSB Steganography
All figures signed
Canary String
All run scripts
Runtime Verification
verify_provenance.py
Zenodo Timestamps
Immutable, public
Document Watermarks
All PDF exports
06 No Warranty & Liability

This website and all associated research content, code, and tools are provided "as is" without warranty of any kind. Nexus Learning Labs makes no representations regarding the accuracy, completeness, or fitness for any particular purpose of any content on this website.

Nexus Learning Labs shall not be liable for any direct, indirect, incidental, or consequential damages arising from the use of this website or its content.

07 Governing Law

These Terms of Use are governed by the laws of India. Any disputes arising from the use of this website or its content shall be subject to the exclusive jurisdiction of the courts of Bengaluru, Karnataka, India.

Copyright protection for all research works, software, and original content on this website is asserted under the Copyright Act, 1957 (India) and applicable international copyright treaties.

08 Changes to These Terms

Nexus Learning Labs reserves the right to update these Terms of Use at any time. The effective date at the top of this page will reflect the most recent revision. Continued use of this website following any changes constitutes acceptance of the revised terms.

Questions or Licensing Inquiries?

For collaboration requests, licensing, or any questions about permitted use of research content — reach out directly.

venkateshswaminathaniyer@gmail.com