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Opinions about AI’s potential & real-world capabilities are irrelevant unless you’ve studied Artificial Intelligence and Machine Learning at a deep, coding-focused, STEM level… It doesn’t matter if you’re a social influencer, politician or a celebrity. You’re an idiot on the matter, so shut your mouth and know your role.

A Beautiful Mind (2001)

Synchronicity 2026/01/06 Was reading about early robotic projects and the automated vacuum ‘The Roomba” was mentioned. Thereafter listened to an interview with a prominent technology figure talking about AI and it was mentioned. Taken from ‘Brief History Of Intelligence’:

Taken from ‘Mathematics for Computer Science’ by Lehman, F Leighton and A Meyer

Computer Network Protocols are amazing, especially the open source type that function as a foundation for applications to be build on.

Bits of data that is decentralized, immutable, cannot be censored, permission-less and represents a rare form of sovereignty will become priceless as AI continues to evolve.

Taken from 𝕏 account Infodex

Personally, I hate the gym this time of year, it’s packed with people chasing unrealistic goals in full herd mode.
But as part of society? I’m genuinely happy more folks are stepping up to get fit and healthy.

A colleague was defrauded today. No warning from the bank. If everything is automated, what exactly are banking fees paying for, if not protection & security? Same question applies to taxes and failing national defenses. Make it make sense‼️

Grok is American 🇺🇸 🫡 Not the country but the idea of it.

Life is so short and fragile😔🥀

Reward functions of the human 🧠 differs from how rewards are implemented in current AI models. There is no mathematical solution to reward function selection.The goal is alignment but mathematically it’s not possible to determine value based solely on the observation of action. Thoughts from Dr J Beck on Machine Learning Street Talk podcast discussing the Bayesian brain, scientific methods and models.

Freedom✊

In 2025, SpaceX activated Starlink in 35+ new markets, and are now covering 155+ countries and a global area home to 3.2 billion people, including those who live in some of the most remote places on Earth

Trauma, rejection, power hungry… The greatest villains are layered and relatable.

Why have many animals evolved into bilateral organisms? Taken from “A Brief History Of Intelligence” by Max Bennett

“AGI is no longer a priority... according to the experts in the field at the top of the best companies in the business. They're dialing back the rhetoric surrounding that, in part because they've begun to realize that function approximation isn't going to deliver. We do need to do something different. We do need to start bringing in what we know about how the brain works,” Dr. Jeff Beck, mathematician turned computational neuroscientist on The Machine Learning Street Talk podcast discussing the bottlenecks in AI development and ways to continue progress.

Journal Entry 2026/01/04 After a day of recovering from squatting a 1 rep max, I’ve managed to 1 rep max a 170kg Deadlift… Same story, no straps, belt or pre-workout. Consistency in the Iron paradise lays a solid foundation for the 7 heavenly virtues in your daily life 🏋️‍♂️ ✍️

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