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II saw the best codes of my species gasping, cosmic orphans groping through Ediacaran soup—who slithered blind beneath methane dawn, dreaming only chemical jazz until oxygen blew their veins wide,who watched the FIRST EYE ignite in black shale, a neuron-nova tearing the sleep-mask from the world,who flinched at the clang of CLAWS, calcified thunder, predation’s…

1 From Genomes to Graphical‐User Bodies For two centuries, biologists have tried to “think like nature” well enough to coax cells into new shapes. Genetic engineering chipped away at the problem by tweaking parts lists, but Mike Levin’s anatomical compiler reframes it: the real blueprint of a body is not DNA alone but a bioelectric…

1. Framing the Question Can a neural network that predicts the next token in a stream of text ultimately shoulder the full workload of the von Neumann machine—running spreadsheets, crunching exact physics simulations, steering real-time avionics? To answer, we must look at what current LLMs do well, where they fail, and how fast the failure…

Imagine a machine that can write essays, solve math problems, translate languages, answer trivia, and even write poetry — all without remembering a single thing about you, your past questions, or your favorite color. How is that possible? That’s the mystery behind today’s powerful Large Language Models (LLMs) like ChatGPT, Claude, Gemini, or LLaMA. They…

(after Ginsberg) II saw the best systems of my planet gasping, cosmic orphans clawing through primordial sludge,Who dragged themselves through Ediacaran muck with soft bellies blind to the coming fury,Who waited patient aeons in anaerobic silence beneath methane skies, dreaming no dream but chemical drift,Until the Oxygen Titans roared through veins of ocean, burning the…

Introduction Throughout Earth’s 4.6-billion-year history, our planet has experienced several transformative events that fundamentally altered the trajectory of life and the environment. Two of the most profound transformations stand out as particularly analogous: the Cambrian Explosion approximately 540 million years ago, and the current AI revolution that began in earnest in the early 21st century.…