Public servants should serve…not be served.

“Information is eating the other sciences.” - Rizwan Virk (MIT computer scientist)

❤️

The majority have been pushed through a system that weakens critical thinking, rewards conformity, and leaves people intellectually dependent on authority. Once independent thought is underdeveloped, the mind becomes malleable — vulnerable to whatever propaganda is repeated often enough. Communism 101.

AI is here and accessible to the youth. The technology will develop and the world will evolve with it, with or without anyone’s approval. Instead of dictating to them how to use this tool, rather help them develop the wisdom to wield its power.

I swear inflation was a mechanism introduced by the Devil into human systems of exchange. Its purpose is simple: distort value, manufacture scarcity, and steer vulnerable people toward fear-driven and sinful behavior. And do not interpret value purely through an economic lens. Value extends far beyond money.

Human nature, consciousness and intelligence are not fixed states but dynamic spectrums that are continuously shaped by the interplay between internal and external environments.

‘Once the training recipe for continual learning actually arrives, the main way that AI models get better, is not from the training they have received before they are released to the public. Rather, it's from all this experience that they'll be accumulating from being broadly deployed in the economy and engaging in so many different kinds of tasks. Every time the user will interact with an AI, it will be smarter. Not only because it's been learning from the users previous sessions, but also because it's been learning from all its interactions with all the other users in the world.’ Mind blowing insights from Dwarkesh Patel

‘I really do want to emphasize that because of the idiosyncratic and sparse nature of data in most domains in the world, you need sample efficiency in order to get proficient. If Artificial Intelligence are to develop all the skills that humans have, and even skills that humans don't have, then they need to be able to learn from information revealed in unstructured, unverifiable, and ambiguous ways from scarce amounts of real-world interaction and not only data-centers.’ - Thoughts from Dwarkesh Patel

Diary of an Autist Journal Entry — 2026/06/27 When I was younger, I constantly heard: “Daai seun is nie reg in sy kop nie.” Or: “There is something not right with that guy.” Even to this day, I still hear it. But there is nothing wrong with me. My brain is simply wired differently.

A path for the God-Fearing, virtuous and intellectually curious.

Always falling 🫶

Physicists, mathematicians, philosophers and scientists discussing their simulation theories are nutters of the best kind. This is high signal @Peter McCormack More please Sir🙏

You don’t need mastery of calculus to use deep learning models effectively. But to truly understand and appreciate the beautiful mathematical mechanisms underlying these sophisticated models, strong intuition is essential.

Automate the words. Automate the actions. But you can never automate Being.

‘The famous mathematical constant e wasn't discovered by Leonhard Euler, nor was it found using calculus. It was stumbled upon in 1683 by Jacob Bernoulli trying to maximize his bank interest.’ - The Maths Files