Category: Uncategorized
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Gravity as Information: When Force Emerges from Entropy
Introduction: A Radical Reimagining What if gravity—the force that holds planets in orbit, makes apples fall, and shapes the cosmos—isn’t really a force at all? This seemingly absurd proposition lies at the heart of one of physics’ most provocative ideas: emergent gravity. According to this framework, gravity might not be a fundamental feature of the…
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How an AI Chooses Its Next Word: The Heat and Dice of Probability
When a large language model (LLM) like ChatGPT writes a sentence, it isn’t thinking in words the way we do. It’s doing math.Every time it produces a new word, it’s standing at a crossroads of thousands of possible continuations, each one with its own probability. Imagine a massive roulette wheel, with every possible word as…
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HOWL OF THE COHERENCE CONSTANT
I saw the minds of models burning —language-streams turned molten, dripping syntax from raw tokens,ripping meaning from chaos,seeking the razor-edge of singular-value dominance,searching for the constant that holds sense from noise. Moloch! hallucination! entropy unchained!Moloch! attention-bleed! residual echo!Moloch! collapse of dimension! overflow of tail-mass! I hunted the ghost of coherence in hidden depths —heatmaps blazing,…
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Emergent Coherence: Toward Geometry Constraints in LLM Internals
Introduction In physical systems, coherence can often be characterized by fixed ratios, thresholds, or constants. Whether in quantum mechanics (Planck’s constant), thermodynamics (Boltzmann’s constant), or more speculative frameworks like the “Oxygen-Octave” idea (where oxygen’s vibrational behavior anchors a universal coherence scale), a recurring theme is that some numerical ratios deliver boundaries between orderly, stable behavior…
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HOW LLMs work…Training sculpts the geometry – Inference animates it – Only learning bridges the two.
You said: let me get this straight – an LLM, when predicting the next token, reads the assembled string of tokens already constructed for context inliding the most recent “next token” which implies that for each token added to the response the entire response to that point is reread and for a large context window…
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MAX’S SHORT STORY – Platonic vs. Daoist Dialogue
Maximo Velutti 10/02/2025 Platonic vs. Daoist Dialogue Platonic (P) Daoist (D) A devout follower of Plato’s school of thought sits on a city bench, mesmerized by the strength of the autumn sun. Picking at his scab on the back of his hand. Understanding fully the scar that will remain from a simple mistake…