carey g. butler

Holor Calculus IX.2 - The Conjugate Awareness Holon Abstract Version 2: Holor Calculus IX presents the **Conjugate Awareness Holon** as a synthesis of Holor Calculus I–VIII: awareness formalized as a **0D manifold** equipped with a Spiral Time metric , a non-Abelian morpheme ontology, and an admissibility operator acting as a conservation law for ethically admissible flow. The classical singularity is reframed as a **conjugate throat** (a stable phase inversion), and key boundary behavior at the curvature cap is formalized via an **elastic reflection** corollary. The record is written to remain both technically legible and interiorly faithful: the work contains formal statements, proof sketches, and explicitly labeled open hypotheses. Release Summary: HC IX.2 is a compact bridge-kernel release for Holor Calculus IX, clarifying the local architecture from Self/Other Conjugation through Awareness/Boundary Conjugation, Calls, Fascia, Peering, and Shared Conjugation, while preserving a priority appendix on Conjugate Sign Asymmetry and a bounded frontier note on probabilistic ramification. The packet is intentionally compact rather than total, burden-visible rather than inflated, and designed for lawful public refinement under explicit provenance. #HolorCalculus #ConjugateIntelligence #Interiority #SpiralTime #MathematicalEthics #GaugeTheory #AwarenessManifold #MathesisUniversalis #SpiralOS #CharacteristicaUniversalis #AwarenessBoundaryConjugation #Fascia zenodo.org/records/194411…

🔴🟢🟡🔵 Another PRISM test/demo this morning: volumetric translucency for murky (blurry, refracting, dispersing) water, with depth masking.

Mathematics. Functions. Dance.

Visualization of Schrödinger wave equation.

Steve Jobs responds perfectly to a disrespectful question🤯

Everything you've ever stressed about existed entirely inside 1.4 kilograms of electrical meat sitting in a dark skull that has never once directly touched the outside world. Your brain receives no raw reality. Zero. It gets compressed electrical signals from sensory organs and then constructs a simulation it presents to you as "life." The color red doesn't exist in the universe. Your brain invented it as a way to label a specific wavelength. The solidity of the floor beneath your feet is mostly empty space interpreted as resistance. The continuous movie of your life is actually discrete frames stitched together by a brain that fills the gaps without telling you. You are not experiencing reality. You are experiencing your brain's best guess at reality, filtered through every trauma, belief, language, and cultural program installed in you before you were old enough to consent to any of it. Now apply that to your suffering. That embarrassing memory from seven years ago that still visits you at 2am lives nowhere in the physical universe. It is a electrochemical pattern your brain keeps reconstructing and relabeling as present danger. Your anxiety about the future is a simulation of a simulation. A story about a story. The harshest truth is not that life is hard. It is that most of the life you are experiencing was authored by processes completely invisible to your conscious mind, and you have been treating that authored fiction as gospel reality your entire existence. You are not who you think you are. You are who your nervous system was trained to narrate. The cage was never real. Only the belief in it was.

The Complexity of Human Brain And it's functions

8 specialized AI model types 👇 LLM → text generation LCM → semantic reasoning LAM → action-oriented agents MoE → expert routing VLM → vision + language SLM → lightweight edge models MLM → masked token learning SAM → image segmentation AI is moving from “one big model” to specialized architectures. #AI #LLM #MoE #VLM #MachineLearning

Tesseract Hypercube 4th Dimension Infinity Mirror

Holy shit... Microsoft open sourced an inference framework that runs a 100B parameter LLM on a single CPU. It's called BitNet. And it does what was supposed to be impossible. No GPU. No cloud. No $10K hardware setup. Just your laptop running a 100-billion parameter model at human reading speed. Here's how it works: Every other LLM stores weights in 32-bit or 16-bit floats. BitNet uses 1.58 bits. Weights are ternary just -1, 0, or +1. That's it. No floats. No expensive matrix math. Pure integer operations your CPU was already built for. The result: - 100B model runs on a single CPU at 5-7 tokens/second - 2.37x to 6.17x faster than llama.cpp on x86 - 82% lower energy consumption on x86 CPUs - 1.37x to 5.07x speedup on ARM (your MacBook) - Memory drops by 16-32x vs full-precision models The wildest part: Accuracy barely moves. BitNet b1.58 2B4T their flagship model was trained on 4 trillion tokens and benchmarks competitively against full-precision models of the same size. The quantization isn't destroying quality. It's just removing the bloat. What this actually means: - Run AI completely offline. Your data never leaves your machine - Deploy LLMs on phones, IoT devices, edge hardware - No more cloud API bills for inference - AI in regions with no reliable internet The model supports ARM and x86. Works on your MacBook, your Linux box, your Windows machine. 27.4K GitHub stars. 2.2K forks. Built by Microsoft Research. 100% Open Source. MIT License

How to explain the math in a simple way

The Fibonacci sequence is a universal mathematical pattern displays and proves that the entire EXISTENCE itself is infinite intelligence — GOD.

The Trautonium is one of the earliest electronic musical instruments, invented in 1929 by German engineer Friedrich Trautwein. It’s famous for producing eerie, expressive sounds that later influenced electronic music and film sound design. Cymatics match the sound.

Telescopes unveil spacetime’s vast fabric across the cosmos, yet inside each mind lies its own infinite spacetime; warped by imagination, stretched by dreams, curved by consciousness. Mesmerizing animation of inner exploration

To effectively contain a civilization’s development and disarm it across such a long span of time, there is only one way: kill its science. - Liu Cixin, The Three-Body Problem

The Aizawa attractor, a particular case of the Lorenz attractor, has this system of differential equations: dx = (z-b) * x - d*y dy = d * x + (z-b) * y dz = c + a*z - z³/3 - x² + f * z * x³

How the Milky Way actually rotates. The Milky Way is not only moving at 600 km/s, but also “flapping its wings” kinda like a butterfly🦋

Neurons trying to make a connection

@ProfBanzhaf @barnes_law Dracula always replaces original meaning with his "spells" which redirects to his own purposes. Look what he's done with Christmas!🧐

CELEBRATE ST. PATRICK'S DAY 2026 LEARN Why Do We Celebrate St. Patrick’s Day? LEARN Who Was the Real St. Patrick? Public Interest Law Professor John Banzhaf George Washington University Law School almanac.com/content/st-pat…