BeNN
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From simple ML algorithms to Neural Networks and Transformers โ€” and from Number Theory to Topology, Cosmology to QED โ€” dive into the world where code meets the cosmos.๐Ÿ‘จโ€๐Ÿ’ป๐ŸŒŒ

For Any Questions @benasphy
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BeNN
This is soooo heartbreaking ๐Ÿ’”๐Ÿ’” honestly it's completely unfair
Any Liverpool fan has felt this:

‎When you hear Jota is on the field.
‎When you see he's about to come on.
‎When the commentator says, "Jota is in the penalty box"โ€”we all know it's going to be a goal.

‎When we desperately need to win or equalize, and everyone's underperforming, we Liverpool fans all think the same: Jota will do something.
‎When he's not on the field, we find ourselves praying like the coach can hear usโ€”"Sub Jota in!"โ€”because we know he's going to score. Heโ€™s always there when we need him. We believe in him.

‎Since I started watching football as a child, Iโ€™ve never seen anyone so clinical in front of goalโ€”except maybe Harry Kane. Thatโ€™s how good he is. I remember last year, a commentator said, "The best striker right now is Diogo Jota," and I shouted, "Hell yeah!" ๐Ÿ’ฏ
‎Those banger goals you scored made me go absolutely crazy with happiness.

‎People say, everything happens for a reason.
‎But I donโ€™t see the reason for this. It feels so unfair. So cruel.

‎Wishing your family strength.
‎We will miss you and you will be remembered โ™พ๏ธ

#YNWA โค๏ธ
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The more I study AI, the more I feel backpropagation, while clever, misses something fundamental. The brain doesn't use gradients or loss functions โ€” it learns through local interactions, trial and error, and synaptic plasticity. Thatโ€™s how it adapts on the fly, learns from a few examples, and remembers for years. AI, in comparison, still feels rigid and artificial.

Iโ€™m becoming more convinced that mimicking biology is the real path forward. Plasticity-based learning, inspired by how neurons and synapses actually behave, seems far more promising than endlessly scaling up models. If we want real intelligence โ€” not just prediction machines โ€” we need systems that grow, change, and learn like we do.
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I'm worried that we're not making that much advancements in Biology. If we want to make a big difference we have to study the intelligent being on the planet ๐Ÿ˜๐Ÿ‘€The best recent advancement I think is the one I heard in highschool about CRISPR-CAS9 which is amazing. Do you have any other? Tell us๐Ÿ‘‡
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BeNN
https://youtu.be/KyfUysrNaco?si=F4BIxj447VORRa2U
When you are free, listen to this podcast. It's better than reading 5 self development books.
I'm just wondering if Industrial Revolution brought Imperialism then what about AI revolution? Maybe Totalitarianism ๐Ÿ‘€
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This thing seems real and they deleted it๐Ÿ‘€๐Ÿ’€
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BeNN
This thing seems real and they deleted it๐Ÿ‘€๐Ÿ’€
Damn if it's real Grok became ye west of LLM's๐Ÿ˜‚
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BeNN
https://x.com/MarioNawfal/status/1943246316764635280?t=mCUMUJyuIA2E9eqMHPBhJA&s=19
1.02 petabits/second and could download entire Netflix catalog in a Goddamn 1 sec๐Ÿ˜ญ๐Ÿ˜ญme here waiting 5-10min for one Netflix movie๐Ÿ’€๐Ÿ‘€
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who is the GOAT of computer science?

I personally think Alan Turing is The GOAT๐Ÿthat man is way ahead of his time.

What about you? ๐Ÿค”
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Interesting
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#Series Recommendation

True Detective

Watch Season 1 only as casts change later and it's considered the greatest season of all time in series history!
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BeNN
#Series Recommendation True Detective Watch Season 1 only as casts change later and it's considered the greatest season of all time in series history!
Some cold ๐Ÿฅถ quotes from the series:

- โ€œI donโ€™t sleep. I just dream.โ€

- "Time is a flat circle.โ€™

- โ€œI think human consciousness is a tragic misstep in evolution. We became too self-aware. Nature created an aspect of nature separate from itself. We are creatures that should not exist by natural law.โ€
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BeNN
#Series Recommendation True Detective Watch Season 1 only as casts change later and it's considered the greatest season of all time in series history!
I've watched over 300 series in the past 4/5 yrs and I can surely say season 1 of true detective is the greatest season of all time!
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BeNN
The more I study AI, the more I feel backpropagation, while clever, misses something fundamental. The brain doesn't use gradients or loss functions โ€” it learns through local interactions, trial and error, and synaptic plasticity. Thatโ€™s how it adapts on theโ€ฆ
Hey everyone, Iโ€™m working on a project thatโ€™s pretty Interestingโ€”bio-inspired, no backpropagation involved. Itโ€™s not a massive deal, but itโ€™s easily the most exciting and challenging thing Iโ€™ve tackled so far. Resources are scarce, yet Iโ€™m making better progress than expected. Aiming to open-source it by the end of next week. Curious? Stay tuned!๐Ÿ‘€
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Just bought two masterpiece books! So excited to lose myself in their pages. Hoping theyโ€™ll be as incredible as everyone says!
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BeNN
https://lean-lang.org/
Lean is a cool programming language and proof assistant for math geeks.
It lets you write super precise code and prove theorems like a pro.You can dig deep with their documentation and I think it's cool try it.
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BeNN
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Words of wisdom from THE BROTHERS KARAMAZOV ๐Ÿฅถ
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