When a political party becomes a religion, the state uses 4 phases to survive:
1) Co-opt leaders into the system
2) Strangle funding & platforms
3) Fracture unity from within, and
4) Legally de-capitate the movement.
Control always beats chaos. #DeepState#PoliticalReligion
AI and automation are rapidly replacing traditional human skills. Without proactive population management and economic restructuring, we face a future of mass starvation and systemic collapse. The balance between tech and humanity must change.
#AI#Automation#Population#Tech
Urban heat islands are brutal.
Simple fix: install a green belt after every 3 lanes on expressways. Shading asphalt from direct sunlight drastically slashes extreme temperatures & greens the concrete jungle. 🌳🛣️
#GoGreen#UrbanPlanning#Infrastructure#CDA#RDA#LDA#FDA#KDA
MIT proved every major AI model is secretly converging on the same "brain."
It’s called the “platonic representation hypothesis,” and it’s one of the most mind-blowing papers you’ll ever read.
You train a vision model purely on images. You train a language model purely on text.
They use completely different architectures. They process completely different data. They should have completely different "brains."
But as these models scale up, something impossible is happening.
When researchers measure how they organize information, the mathematical geometry is identical.
A model that only "sees" images and a model that only "reads" text are measuring the distance between concepts in the exact same way.
The models are converging.
The researchers named this after Plato’s Allegory of the Cave.
Plato believed that everything we experience is just a shadow of a deeper, hidden, perfect reality.
The paper argues that AI models are doing the exact same thing.
They are looking at the different "shadows" of human data, text, images, audio. And they are independently discovering the exact same underlying structure of the universe to make sense of it.
It doesn't matter what company built the AI.
It doesn't matter what data it was trained on.
As models get larger, they stop memorizing their specific tasks. They are forced to build a statistical model of reality itself.
And there is only one reality to map.
2024, Arxiv
@SamaHoole@MiftahIsmail Why only human have to take milk after childhood? Why not any other mammal do so?
Female mammal produce milk only for its offsprings according to the need. This article completely ignored benefits of sunlight, since it is sunlight not milk that give bone strength.
#Milk#Female
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