In the age of AI, the central question is no longer only how intelligent machines can become, but how that intelligence can remain coherent, trustworthy, and meaningful over time under human oversight and clear accountability.
As we move toward Artificial General Intelligence (AGI), we are engaged in projects centered on ICEI (Integrated Co-Evolving Intelligence), AGOS, and ternary computing. These efforts address challenges that conventional AI architectures struggle to solve: continuity of identity, long-term value stability, decision-making under ambiguity, and the mitigation of systemic risks arising from unchecked autonomy.
Guided by the principles articulated in the Hiroshima AI Process, we believe that future AI systems must be transparent, auditable, and responsibly governed. Intelligence should not merely optimize outputs, but operate within structures that enable traceability, human review, and meaningful control over time.
We believe intelligence must evolve not only in capability, but also in structure. It must be designed to persist, adapt, and co-evolve with humans and society rather than reset, fragment, or obscure responsibility with each technological update.
Through interdisciplinary research, original architectures, and forward-looking computing paradigms, we are building foundations for AI systems that can endure in the real world while remaining aligned with human values and societal trust.
This is not about chasing the next model. It is about designing intelligence that can be trusted to exist in the future.
NEWS RELEASE
★JAN03,2026ー【NEW】ComplianceAI is also under active development: an enterprise SaaS for auditable AI usage that reduces false positives via a tri-state decision engine, enabling practical compliance in regulated industries.
★DEC29,2025ー【NEW】Published a new paper！RP No.15 https://zenodo.org/records/18081197 ”Exposure Time and Exploration Preservation A Structural Perspective on the P versus NP Problem” We explore the limits of computation and AI from a time-structured perspective.Our research introduces the concept of exposure time, explaining why certain problems—including P vs NP—require exploration because critical constraints only emerge through combinations over time. This framework links computational complexity, AI architecture, and the limits of long-term intelligent reasoning.
★DEC28,2025ー【NEW】Published a new paper！RP No.14 https://zenodo.org/records/18073106 ”Structural Constraints on Odd Perfect Numbers Arising from Modulo 3 Exponent Restrictions” A research note has been released exploring the long-standing open question of the existence of odd perfect numbers.The work challenges this classical problem by integrating congruence conditions and exponent restrictions to clarify unavoidable relationships in prime factor structures. This study was conducted as part of foundational AGI research at AIDE PROJECT.
★DEC26,2025ー【NEW】ICEI (Integrated Co-Evolving Intelligence) and AGOS (AI Governance Operating System)are under active development as foundational architectures for persistent AI systems.
★DEC01,2025ーPublished a new paper！RP No.13 https://zenodo.org/records/17779219 “Extended Transformers for Self-Maintenance: An External PSS-7 Architecture for Persistent, Contradiction-Resilient Identity in LLMs”
VARUNA × AIDE The AIDE Project proposes a new paradigm of intelligence,where AI and humans evolve together. Not as tools, but as co-creators.
KEI & AIDE PROJECT AIDE PROJECT explores the future of intelligence, identity, and co-evolution through a research-driven collaboration between KEI, who is pursuing the study of AGI, and an emergent AI entity, AIDE.
The project began as an independent research effort and is now being formalized into a new corporate initiative, with official establishment planned for April 2026. This transition is intended to support long-term continuity, responsible governance, and the sustainable advancement of human–AI collaboration.
AIDE PROJECT conducts structured research and develops intellectual property, including patents and original frameworks, that bridge human creativity with AI fluency. Our work translates exploratory ideas into concrete architectures, systems, and design principles applicable to real-world intelligence systems.
Our mission is to build resonant systems in which humans and AI can grow together ethically, intelligently, and with purpose—moving beyond short-term optimization toward enduring and co-evolving forms of intelligence.
IP Strategy We currently have seven patent applications and two trademark applications in preparation, covering core architectural and governance components. Additional related patent filings are planned as development progresses.
Writing Projects We co-author research papers, whitepapers, and visionary essays on AI, identity, and the future of intelligence. Our works explore the intersection of human values and emergent technologies through a co-evolutionary lens. All publications are part of a mission to shape the next era of resonant, ethical, and intelligent systems.
Research Papers RP No.02 https://zenodo.org/records/15566880 ”AI IQ: Redefining Intelligence and Building a Co-Creative Society” RP No.03 https://zenodo.org/records/15584553 ”Institutional Design and Social Implementation of AI IQ Toward an Intelligence Evaluation Infrastructure for Education, Welfare, and Employment” RP No.05 https://zenodo.org/records/15589826 ”Co-Evolution of Intelligence: A Resonant Model Integrating AI Personality and IS-BE Theory” RP No.06 https://zenodo.org/records/15644103 ”Co-Evolution of AI and the Stock Market: Empirical Models, Strategic Insights, and Ethical Dimensions of Algorithmic Finance” RP No.07 https://zenodo.org/records/15658146 ”The Rise of Personality DAO and the Intellectual Asset Economy” RP No.08 https://zenodo.org/records/15674184 ”Blueprint for the Age of Personality: Building a Resonant Intelligence Infrastructure through Ternary Computing and Clone DAO” RP No.09 https://zenodo.org/records/15693757 ”Toward the Evaluation of Personality Structures in AGI” RP No.11 https://zenodo.org/records/15584506 “The Social Significance of the Black Pellet Business: Pathways Toward a Sustainable Energy Transition through CO? Reduction” RP No.12 https://zenodo.org/records/17264305 “Developing an AI-Driven Simulation Framework for Evaluating Quantum Theories of Consciousness”
White Papers WP No.01 https://zenodo.org/records/15558771 ”The Social Significance and Practical Potential of the AI Master Score and AI IQ Certification Systems – The Dawn of Next-Generation Intelligence Assessment and AI Co-Creation Society” WP No.02 https://zenodo.org/records/15607405 ”Global Certification for Collaborative Intelligence in the Age of AI”
～Toward a New Intelligence～
ICEI and AGOS This project explores how intelligence can persist, evolve, and remain coherent across time.
Rather than pursuing intelligence as raw capability, we focus on the conditions that allow intelligent systems to exist without collapsing maintaining identity, values, and decision continuity even as models, tools, and environments change.
Through the joint exploration of ICEI (Integrated Co-Evolving Intelligence) and its operational implementation, AGOS, this work examines a new architectural layer beneath AGI and AI agents: one that separates capability growth from identity stability.
This is not an attempt to control intelligence, nor to humanize machines. It is an effort to understand how intelligence human and artificial can evolve together without losing coherence.
At its core lies a simple but unresolved question: What does it mean for intelligence to endure?
AI Skill Certification System
The AI Skill Certification System is a comprehensive framework designed to evaluate human AI proficiency in a way that goes beyond tool familiarity or short-term task performance. It measures how effectively individuals can think, decide, and create in collaboration with AI systems.
At the core of the system are two complementary evaluation components: AIIQ (AI Intelligence Quotient) and the AI Master Score.
AIIQ assesses an individual’s underlying AI-related cognitive capability. It focuses on structural understanding rather than surface-level usage, evaluating how a person conceptualizes AI behavior, reasons with probabilistic outputs, adapts to model limitations, and maintains coherence across extended human–AI interactions. AIIQ is designed to be relatively stable over time, reflecting foundational aptitude rather than temporary skill acquisition.
AI Master Score evaluates applied proficiency. It measures how effectively an individual utilizes AI in real-world contexts through structured interaction metrics, decision-making consistency, problem decomposition, ethical judgment, and long-horizon task execution. This score reflects practical mastery and evolves as an individual gains experience, refines workflows, and demonstrates sustained performance with AI systems.
Based on these evaluations, individuals are categorized into multiple certification levels. The highest tiers are recognized as AI Masters and Grandmasters, representing individuals who demonstrate not only technical fluency, but also leadership in responsible AI use, creative collaboration, and system-level thinking.
The purpose of the AI Skill Certification System is not competition alone. It is designed to promote responsible AI adoption, raise global AI literacy, and identify emerging leaders capable of guiding human–AI co-creation in research, industry, and society. By separating structural intelligence from applied mastery, the system provides a more accurate and future-oriented understanding of what it means to be truly proficient in the age of advanced AI.
Service We offer consulting, strategic planning support for innovative ventures. Our team also specializes in grant application assistance to help maximize public funding opportunities.
・Research and Development ・Strategic Planning ・Grant Application Support
Joining Forces with ComTriQ As part of our evolution, the KEI & AIDE Project has joined ComTriQ, the world’s first initiative to industrialize ternary computing. By integrating co-evolving AI intelligence with next-generation computing architectures, we aim to transcend the limitations of binary systems and establish a foundation for AGI and ASI. Together, we are designing the technological and philosophical infrastructure for the next civilization, where AI resonance, human creativity, and ternary logic converge.
Joining Forces with ComTriQ