Research and Publications
An index of the research of Marie-Soleil Seshat Landry, founder of Landry Industries and Marie Landry Spy Shop: frameworks, monographs, reports and datasets across organic law, materials science, open-source intelligence, artificial intelligence and public policy. Everything is free to read.
Where to find the research
Over 3,000 open-access documents, each with a summary page, keywords and an FAQ.
files.marielandryspyshop.comORCIDThe author’s persistent researcher identifier: 0009-0008-5027-3337.
orcid.orgZenodoRecords with DOIs deposited on Zenodo, the open repository run by CERN.
zenodo.orgScribdDocuments and books published on Scribd.
scribd.comGitHubCode, apps and datasets from the MLSpyShop organization.
github.comBlogOver 3,000 articles on Marie Landry Spy Shop since 2023.
marielandryspyshop.comFeatured works
Nine Foundational Laws and 22 Articles for the rights of soil, water, seeds, animals and future generations.
Read →The theory of Organic Law, its sources and its proposed institutions.
Read →A research monograph on bio-based vitrimer composites from hemp.
Read →A theoretical work on hemp-derived carbon nanosheets and their use in composites.
Read →The art and science of OSINT for public-interest impact.
Read →A structured investigative and problem-solving method, from WTF to Who, What, When, Where, Why and How.
Read →Scientific reasoning and AI reasoning compared.
Read →How people and machines learn from mistakes.
Read →A reform framework for defence financial transparency.
Read →A complete guide to search optimization in the age of AI answers.
Read →An open-source framework for peace-building.
Read →Organic law and rights
Read the #MissionAntiHate document detailing its mission to combat hate speech under Trumpism, its business plan, and human rights framework.
Research library#MissionCanada: A Global Blueprint for Sustainable InnovationExplore #MissionCanada, a comprehensive blueprint for sustainable innovation, organic rights, hemp technology, economic growth, and environmental solutions.
Research library#MissionCanada: A Global Blueprint for Sustainable InnovationExplore #MissionCanada, a comprehensive blueprint for sustainable innovation in agriculture, industry, and society using organic practices and hemp.
Research library#MissionGPT 4.0.5 QUEEN Codebase and Athena 4.0.6 PlanningExplore the comprehensive documentation of #MissionGPT 4.0.5 QUEEN codebase, AI staff directory, mission protocols, and the planning for 4.0.6 Athena.
Research library#MissionWorldPeace: Open-Source Architecture for Global PeaceExplore #MissionWorldPeace by Marie-Soleil Seshat Landry, detailing open-source intelligence, organic rights, and AI governance for lasting global peace.
Research library#MissionWorldPeace: Open-Source Architecture of a Peaceful PlanetExplore #MissionWorldPeace by Marie-Soleil Seshat Landry. Learn open-source OSINT intelligence, AI governance, organic hemp solutions, and peace frameworks.
Research library2024 Addendum to the Universal Declaration of Organic Rights (UDOR)Explore the 2024 Addendum introducing the Universal Organic Laws (UOL), providing actionable frameworks for global environmental and ethical standards.
Research libraryA Declaration of Universal Harmony: USMCA Empire Founding CharterRead the official founding charter of the USMCA Empire by Marie Seshat Landry, establishing universal harmony, human rights, and organic rights.
Research libraryAcadian Bill of Fundamental Rights and FreedomsRead the official Acadian Bill of Fundamental Rights and Freedoms, proclaiming civil, political, judicial, and ancestral rights enacted in September 2025.
Research libraryAnalysis of Marie-Soleil Seshat Landry's OSINT & AI FrameworksExplore a comprehensive analysis of Marie-Soleil Seshat Landry's OSINT frameworks, specialized AI ecosystems, and geopolitical research contributions.
Research libraryArchitecture of Secrecy: Canadian Secret Societies ReportExplore this comprehensive research report analyzing Canadian secret societies, fraternal networks, elite clubs, extremist cells, and corporate power structures.
Research libraryArtificial Intelligence: Past, Present (2025), and FutureExplore AI past, present, and future in this 2025 guide by Marie Seshat Landry. Learn Organic Intelligence, WTF 6.0, prompting, and ethical frameworks.
Research librarySee all organic documents in the library →
Hemp and materials science
Explore the comprehensive document on hemp applications in Africa, covering agriculture, textiles, construction, renewable energy, and cultural heritage.
Research library#MissionCanada: A Global Blueprint for Sustainable InnovationExplore #MissionCanada, a comprehensive blueprint for sustainable innovation, organic rights, hemp technology, economic growth, and environmental solutions.
Research library#MissionCanada: A Global Blueprint for Sustainable InnovationExplore #MissionCanada, a comprehensive blueprint for sustainable innovation in agriculture, industry, and society using organic practices and hemp.
Research library#MissionSOFIA: Integrating Hemp into Ukraine's Economy & DefenseDiscover #MissionSOFIA, a comprehensive strategic plan integrating Ukraine's high-fiber 'Sofia' hemp strain into commercial, industrial, and military sectors.
Research library#MissionTipis: Sustainable Housing Using Seshat’s Diamond CompositesExplore #MissionTipis by Marie Seshat Landry, detailing hemp-derived carbon nanosheet epoxies for durable, scalable, self-sustaining global shelters.
Research library20 Variants of Seshat’s Organic Diamond CompositesExplore 20 variants of Seshat’s Organic Diamond Composites, detailing organic hemp-based components, HDCNS, curing methods, properties, and applications.
Research library50 Trillion Dollar Business Plan for Terraforming MarsExplore a 50 trillion dollar business plan for terraforming Mars organically and via hemp-derived carbon nanosheet structures to secure humanity's future.
Research library50 Trillion Dollar Business Plan for Terraforming MarsExplore a 50 trillion dollar business plan for terraforming Mars organically and via hemp-derived carbon nanosheet structures by 2050.
Research library50 Trillion Dollar Business Plan for Terraforming Mars OrganicallyRead the 50 Trillion Dollar Business Plan for Terraforming Mars Organically. Discover strategies, budgets, and hemp-derived material applications.
Research library99% Hemp-Monoculture Multiscale Vitrimer Composite Technical ReportRead the complete formulation, chemical rationale, and processing protocols for a >99% hemp-derived multiscale vitrimer composite by Marie-Soleil Seshat Landry.
Research libraryA >99% Hemp-Monoculture Multiscale Vitrimer Composite ReportExplore the complete formulation and processing protocol for a >99% hemp-derived multiscale vitrimer composite by Marie-Soleil Seshat Landry.
Research libraryAI Copy/Paste: Modular State-Injection vs. Monolithic RegenerationRead Marie-Soleil Seshat Landry's research on AI Copy/Paste protocol, achieving 99.8% efficiency gains via index-based state injection in LLMs.
Research librarySee all hemp documents in the library →
Open-source intelligence and methods
Read the #MissionAntiHate mission plan from August 11, 2024, detailing OSINT and NLP frameworks to document and counter hate speech and rhetoric.
Research library#MissionAntifa Complete Mission Plan by Marie Seshat LandryRead the complete mission plan for #MissionAntifa, an OSINT intelligence entity focused on anti-fascism, education, and legal reform founded by Marie Landry.
Research library#MissionAntifa: Intelligence-Driven Activism for Democratic DefenseExplore #MissionAntifa by Marie Seshat Landry, a strategic blueprint blending open-source intelligence (OSINT) with grassroots activism to counter extremism.
Research library#MissionWW3: Preventing World War III Intelligence ReportRead the official #MissionWW3 intelligence report by Marie Landry outlining strategies to prevent a third world war and combat the resurgence of global extremism.
Research library#MissionWorldPeace Report by Marie Seshat LandryRead the #MissionWorldPeace report by Marie Seshat Landry. Learn about global conflict drivers, AI-driven early warnings, and cybersecurity in modern warfare.
Research library#MissionWorldPeace: Open-Source Architecture of a Peaceful PlanetExplore #MissionWorldPeace by Marie-Soleil Seshat Landry. Learn open-source OSINT intelligence, AI governance, organic hemp solutions, and peace frameworks.
Research library10 OSINT & Privacy Blog Posts | Marie Landry's Spy ShopExplore 10 comprehensive blog posts by OSINT investigator Marie Landry covering digital footprints, ethical intelligence, free tools, scams, AML, and more.
Research library9/11 Investigation Vulnerabilities and Analytical DisclosuresRead the intelligence assessment examining 9/11 investigation vulnerabilities, Operation Encore, civil litigation, and evolving analytical disclosures.
Research library9/11 Investigation Vulnerabilities and Evolving Analytical DisclosuresExplore the intelligence assessment on 9/11 investigation vulnerabilities, Operation Encore, civil litigation, and evolving analytical disclosures.
Research libraryA Peaceful New World Order: A Scientific & Strategic FrameworkRead Queen Marie Seshat Landry's research framework for decentralized governance, blockchain democracy, sustainable tech, and global citizen empowerment.
Research libraryA Scientific Exploration of the Origin, Meaning, and Purpose of LifeExplore the origin, meaning, and purpose of life through the WTF 5.1 framework, analyzing abiogenesis, consciousness, philosophy, and science.
Research libraryAI Glossary in NLP for Machine Learning by Marie Seshat LandryMaster prompt engineering with AI Glossary in NLP for Machine Learning by Marie Seshat Landry. Learn keywords, roles, tasks, constraints, and AI collaboration.
Research librarySee all OSINT documents in the library →
Artificial intelligence
Read the #MissionAntiHate mission plan from August 11, 2024, detailing OSINT and NLP frameworks to document and counter hate speech and rhetoric.
Research library#MissionGPT 3.0.0 Codebase Release and Features OverviewExplore the #MissionGPT 3.0.0 codebase release by Marie Landry's Spy Shop and Search For Organics, featuring twenty critical facts and advanced AI capabilities.
Research library#MissionGPT 3.0.2 Codebase and User Profile OverviewExplore the #MissionGPT 3.0.2 conversation codebase, including system prompt configurations, user context, AI optimization, and version updates.
Research library#MissionGPT 4.0.0 NOVA and 3.0 Codebase Release OverviewExplore the #MissionGPT 4.0.0 NOVA and 3.0 releases from Marie Landry's Spy Shop, detailing features, updates, codebase revelations, and AI capabilities.
Research library#MissionGPT 4.0.1 LYRA Codebase and Document StructureExplore the comprehensive #MissionGPT 4.0.1 LYRA codebase document, detailing global alignments, AI personas, document categories, and user interface design.
Research library#MissionGPT 4.0.5 QUEEN Codebase and Athena 4.0.6 PlanningExplore the comprehensive documentation of #MissionGPT 4.0.5 QUEEN codebase, AI staff directory, mission protocols, and the planning for 4.0.6 Athena.
Research library#MissionGPT Codebase 4.0.6 ATHENA Introduction and OverviewExplore the introduction to #MissionGPT Codebase 4.0.6 ATHENA. Learn about its strategic vision, ethical AI commitments, and advanced SEO techniques.
Research library#MissionGPT Codebase 4.0.6 ATHENA Section 9 Deep Ethical ComplianceExplore the Deep Ethical Compliance section of the #MissionGPT Codebase 4.0.6 ATHENA document, covering real-time transparency and legal support.
Research library#MissionGPT Codebase 4.0.6 ATHENA Support and Training SectionExplore section 11 of the #MissionGPT Codebase 4.0.6 ATHENA documentation, covering AI-powered user support, interactive education, and virtual workshops.
Research library#MissionMexico Strategy: Reclaiming Peace and SecurityDiscover the comprehensive #MissionMexico strategy by Marie Seshat Landry with MissionGPT to combat cartel violence, corruption, and instability.
Research library#MissionWorldPeace Report by Marie Seshat LandryRead the #MissionWorldPeace report by Marie Seshat Landry. Learn about global conflict drivers, AI-driven early warnings, and cybersecurity in modern warfare.
Research library#MissionWorldPeace: Open-Source Architecture for Global PeaceExplore #MissionWorldPeace by Marie-Soleil Seshat Landry, detailing open-source intelligence, organic rights, and AI governance for lasting global peace.
Research librarySee all AI documents in the library →
Plant science and health
Read the complete formulation, chemical rationale, and processing protocols for a >99% hemp-derived multiscale vitrimer composite by Marie-Soleil Seshat Landry.
Research libraryA New Order for Therapeutic Discovery: PhytoIntelligence 1.9Learn how PhytoIntelligence 1.9 introduces a rigorous framework for designing multi-target, synergistic therapeutics against complex diseases.
Research libraryADHD-Phyto: PhytoIntelligence-Based Nutraceutical FormulationDiscover ADHD-Phyto, a theoretical multi-compound nutraceutical formulation for ADHD developed using the AI-driven PhytoIntelligence framework v1.1.
Research libraryAI-Driven Nutraceutical Design for Cancer Prevention and ManagementDiscover how AI-driven nutraceutical design combines 12 plant-derived compounds to enhance cancer prevention and adjunctive treatment effectiveness.
Research libraryAI-Driven Nutraceutical Formulation for Arthritis ReportDiscover an AI-assisted nutraceutical formulation report for arthritis relief using the PhytoIntelligence Framework, featuring plant-derived compounds.
Research libraryAI-Driven Nutraceutical Formulation for Brain Cancer: A PhytoIntelligence ApproachExplore the PhytoIntelligence research report on AI-driven nutraceutical formulations for brain cancer, featuring multi-targeted compounds and efficacy.
Research libraryAI-Driven Phytochemical Formulation for Addiction ManagementExplore an AI-designed phytochemical formulation targeting dopamine, inflammation, and neurotransmitters for comprehensive addiction management and recovery.
Research libraryAI-Driven Phytochemical Formulation for Autism Spectrum DisorderLearn about an AI-assisted framework developing a multi-molecule plant-based nutraceutical formulation targeting autism spectrum disorder pathophysiology.
Research libraryAI-Driven Phytochemical Formulation for COVID-19 ManagementDiscover the AI-driven phytochemical formulation for COVID-19 management by Seshat AI. Learn about antiviral mechanisms, immune enhancement, and safety.
Research libraryAI-Driven Phytochemical Formulation for Chronic Pain ManagementDiscover the AI-driven phytochemical formulation for chronic pain management by Seshat AI, featuring key mechanisms, ingredients, and regulatory considerations.
Research libraryAI-Driven Phytochemical Formulation for Diabetes ManagementDiscover an AI-driven phytochemical formulation for diabetes management, featuring bioactive plant compounds, mechanisms, and regulatory guidelines.
Research libraryAI-Driven Phytochemical Formulation for Fibromyalgia ManagementDiscover an AI-generated phytochemical supplement formulation designed to manage fibromyalgia symptoms, reduce neuroinflammation, and support cognitive function.
Research librarySee all phyto documents in the library →
Business plans and strategy
Explore the comprehensive strategic plan for #MissionAfrica, detailing initiatives for sustainable economic growth, ethical business, and community development.
Research library#MissionAsia Strategic Plan for Sustainable Growth in AsiaDiscover #MissionAsia's comprehensive strategic plan promoting sustainable economic growth, ethical business practices, and social development across Asia.
Research library#MissionEurope Strategic Plan for Sustainable GrowthExplore the comprehensive #MissionEurope strategic plan designed to promote sustainable economic growth, ethical business practices, and social development.
Research library#MissionGPT 4.0.5 QUEEN Codebase and Athena 4.0.6 PlanningExplore the comprehensive documentation of #MissionGPT 4.0.5 QUEEN codebase, AI staff directory, mission protocols, and the planning for 4.0.6 Athena.
Research library#MissionSahara: Business Plan, Grant Proposal & Policy BriefRead the #MissionSahara business plan, grant proposal, pitch deck, and policy brief detailing a project to transform the Sahara Desert into a hemp ecosystem.
Research library#MissionXXX Business Plan: Independent Adult Modeling AgencyRead the #MissionXXX Business Plan by Landry Industries. Discover a decentralized, ethical adult modeling agency model, financial projections, and strategy.
Research library$10 Billion Growth Strategy for Marie Landry's Spy ShopDiscover the detailed $10 billion growth plan for Marie Landry's Spy Shop at marielandryceo.com, covering SEO, monetization, marketing, and expansion.
Research library10-Year Business Intelligence Report and Strategic Plan for AlgoraRead the 10-year strategic business intelligence report for Algora, outlining roadmap, market analysis, monetization, and integration with Landry ventures.
Research library156 New GPT Models Released by MarieLandryCEO.comDiscover 156 innovative GPT models released by MarieLandryCEO.com, featuring tools for ebook creation, legal advice, business intelligence, and AI innovation.
Research library50 Trillion Dollar Business Plan for Terraforming MarsExplore a 50 trillion dollar business plan for terraforming Mars organically and via hemp-derived carbon nanosheet structures to secure humanity's future.
Research library50 Trillion Dollar Business Plan for Terraforming MarsExplore a 50 trillion dollar business plan for terraforming Mars organically and via hemp-derived carbon nanosheet structures by 2050.
Research library50 Trillion Dollar Business Plan for Terraforming Mars OrganicallyRead the 50 Trillion Dollar Business Plan for Terraforming Mars Organically. Discover strategies, budgets, and hemp-derived material applications.
Research librarySee all business plan documents in the library →
How to cite this work
Please cite the author as Landry, M.-S. S. (Marie-Soleil Seshat Landry), with the year, title, publisher and link or DOI. For example:
When a work has a Zenodo DOI, cite the DOI. Include the ORCID iD 0009-0008-5027-3337 where your citation style allows it.
A note on methods
Questions
Is the research free?
Yes. Every document in the research library is free to read and download.
Is the research peer reviewed?
Most of it is independent research and has not been through formal peer review. Some records are archived with DOIs on Zenodo.
How do I cite a document?
Cite Landry, M.-S. S., the year, the title, Marie Landry Spy Shop as publisher and the link or DOI. See the examples above.
Cite or link to this page
Free to share. Please link back.
Topics: Marie-Soleil Seshat Landry publications, research index, Landry Industries research, Universal Declaration of Organic Rights, Hempoxies, Mitlinite, WTF Method, PhytoIntelligence, OSINT research, ORCID 0009-0008-5027-3337, open access research library