foundational work

Our research is not a series of disparate projects, but a singular, evolving trajectory toward understanding reality through Artificial Intelligence.

The AGI Lab has moved systematically through three scales of complexity:

From Molecules to Metamodels (2021–2022)

Our foundation lies in the precision of microscopic and spectroscopic detection. By developing AI platforms for Molecular Targeted Therapy (2021), we mastered the art of "In Silico" discovery. This evolved into Topological Dynamics (2022), where we moved beyond specific data points to discover the universal metamodels governing complex systems.

Mapping the Dark Universe (2023–2024)

Applying these metamodels to the cosmos, the lab pioneered AI frameworks for Dark Matter and Dark Energy (2023/2024). We used artificial intelligence to illuminate the parts of our universe that remain invisible.

The Quantum Leap & Artificial Conscience (2025–2026)

Through Quantum Cosmology (2025) and the development of formal autoencoders, we reached the final frontier. Our current work, Artificial Conscience for the Quantum Physicist (2026), explores the emergence of machine consciousness as a necessary tool for solving the deepest problems of quantum mechanics.

The following books by AI researcher Ariel Fernandez constitute the foundational library of our research methodology:

2021 Artificial Intelligence Platform for Molecular Targeted Therapy World Scientific  ISBN 9789811232305 (HB)

2022 Topological Dynamics in Metamodel Discovery with AI  CRC Press ISBN 9781032366326 (HB)

2023 Artificial Intelligence on Dark Matter & Dark Energy CRC Press ISBN 9781032465548 (HB)

2024 AI Models for the Dark Universe: Mathematical Cosmology CRC Press  ISBN 9781032818238 (HB)

2025 De Novo Quantum Cosmology with AI  CRC Press

ISBN 9781041045038 (HB)

2026 Artificial Conscience for the Quantum Physicist  CRC Press ISBN 9781041329411 (HB)