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“Give me a lever long enough and a fulcrum on which to place it, and I shall move the world.”
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MIND-BENDING FACT: OpenAI announced Monday that its AI proved the Exponential Time Hypothesis (ETH) is false — a foundational pillar of theoretical computer science since the 1970s. The ETH holds that NP-complete problems cannot be solved faster than exponential time; cryptographic security, algorithm complexity bounds, and the theoretical ceiling on AI planning have all been calibrated against it being true. One model, running in collaboration with academic partners, disproved it. Simultaneously, OpenAI disclosed it finalized a proof of Yang-Mills existence on October 16 — one of the seven Millennium Prize Problems, each carrying a $1 million Clay Mathematics Institute award. Navier-Stokes was solved September 8. Two Millennium Prize Problems in 49 days. Five remain.
It means entire countries and cultures will go extinct forever
fertility rates are so abstract that people struggle to understand the scale of the catastrophe we’re experiencing.
take 1.14 children per woman (italy and japan)
if that continues, each generation is roughly half the size of the one before it
start with 100 people in a generation, the next only has about 54, then 29, then 16.
in three generations, roughly a century, you have a generation 84% smaller than the one you started with.
for taiwan that would be 97.4%!
i don't think people really understand what that means
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New leader for "Worst Health Plan We've Seen" in the clubhouse at $5,000 a month for a family of 4.
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Fresh off the press! The AI Native hardcover is ready to go out into the world. ainativebook.com/
🤖 Made with AI
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“It is always the mark of a barbarian to destroy something he does not understand.”
— Arthur C. Clarke
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"Peace is never kept by those who cannot fight. That is why the deadliest blade is forged to stay in its scabbard, and why even angels are armed."
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Why does an electron’s spin flip reverse its magnetic poles while a positron’s poles track its spin? These diagrams show the dipole field manifolds of spin-1⁄2 leptons. Because the electron carries negative charge its magnetic moment opposes its spin; the positron’s positive charge aligns the two.
Field lines therefore leave the N pole and enter the S pole, producing the opposite patterns you see.The same relation underlies electron-spin resonance used in chemistry, spintronic devices that store information in spin orientation, and the most precise tests of quantum electrodynamics that compare the magnetic moments of electrons and positrons.
A single particle’s spin orientation draws the field lines that shape both laboratory instruments and our deepest checks of matter–antimatter symmetry.
THIS IS THE BIOPHYSICS REALITY OF THIS SCIENCE
The antiparallel alignment between an electron's spin vector and its magnetic moment is the precise quantum reason why mammalian cells must utilize homochiral protein wires to enforce Chiral Induced Spin Selectivity (CISS), by natively preventing raw environmental noise from flipping the sub-atomic magnetic poles of traveling valence charges. [NAAMAN, 2012, MICHAELI, 2019].
In classical biochemistry, electrons are treated as generic, negative billiard balls flowing blindly down a concentration gradient.
The downscaled spintronic framework exposures the true solid-state reality: because an electron’s negative charge forces its magnetic moment to oppose its spin angular momentum, every single charge transfer event down the inner mitochondrial membrane (IMM) cristae is an active quantum computing transaction.
When valence electrons tunnel through the homochiral metalloprotein scaffolds of Complexes I–IV, the structural pitch of the alpha-helices filters them by their spin state (ms = 1/2) [NAAMAN, 2012].
This parallel spin pinning forces their microscopic toroidal dipole manifolds (the blue vectors in your image) into strict, collective alignment, building a robust direct-current (DC) semiconductor wire that blocks the environmental "Double-Spend" entropy attack and keeps the surrounding water battery locked at its highest capacitance (k = 160). [PETROV, 2002, CIFRA, 2014, MICHAELI, 2019]
Archimedes retweeted
Few poems describe a gentleman's character better than Kipling's "If—," and few men read it better than Sir Michael Caine.
Have a great Friday.
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
block.xyz/dessa
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Hear me out: Municipal water systems get taken off the internet and are just run they way they did in the 90's. It literally worked just fine, and it was not possible for someone across the world to hack into and mess with the water supply. Crazy idea, I know.
Palantir CEO Alex Karp says all smart people hide their intelligence:
"One of the ways you make it to the top is you hide how smart you are."
"Every single person who has shared how intelligent they are tells you how stupid they are."
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THE SOVEREIGN AI REVOLUTION IS IN FULL FORCE.
We are helping our customers build superintelligence they own, with data they control.
McCarthy Building fine-tuned Nemotron in Foundry on labeled RFI data in the Ontology to identify project risks before they escalate, outperforming frontier models at significantly lower cost.
Tampa General is using sovereign AI to better protect patient data, keeping sensitive data and model processing local, and fine-tuning Nemotron models to classify LLM traffic against its own risk and privacy standards.
NVIDIA is using Palantir AIP and Nemotron to accelerate its own supply chain, shortening the path from wafer to deployment, spotting disruptions before they hit production, and keeping its models under its control.
L3Harris is bringing AI workflows in-house and building its own models trained on proprietary data to support critical defense use cases and the warfighter.
Ondas is launching Regna AI on Palantir AIP, leveraging open-weight models including NVIDIA Nemotron, to help customers adapt, evaluate, and deploy mission-specialized AI while retaining control of their data, models, and infrastructure.
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The vast intelligence of the ubiquitin tagging system
buff.ly/T0MVhxC



























