Abdulrahman Tamim

Research Papers & Notes

“Meditation is a solitary adventure, yet the knowledge it brings, born from the labor of inner contemplation, is a solitary knowledge, one that cannot truly be shared, only communicated. And even when it can be shared, it is only in rare moments. There is no meditation that is not, in its essence, under the sign of solitude. The child alone, by nature, remains in solidarity with this path. The same simple, clear words prove powerless to convey meaning to others when they collide with the closed doors of indifference, or fear. Even the language of dreams, with its entirely different force and its endlessly renewed resources, nurtured by a tireless, benevolent dreamer, still fails to pass through those doors.” — Alexander Grothendieck

How Artificial Intelligence Works

Briefly covers AI from basic algorithms to modern neural networks, explaining how machines learn, predict, and generate content, with key models, training principles, and practical insights for clear, applicable understanding.

Read PDF

Categorical Invariants of Learning Dynamics

Models neural network training as a functor from parameters to representations, studying trajectory homotopies and topological features to explain generalization and functional equivalence.

Read PDF