Victor D. Valdez II @VDVII

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The Accidental Chemist

AN ANTHROPIC LEAD ENGINEER ACCIDENTALLY LEAKED HIS PERSONAL OBSIDIAN. INSIDE - NOT CODE OR PROMPTS, BUT A DIAGRAM OF HIS OWN BRAIN, ORGANIZED AS A NEURAL NETWORK 8,893 nodes. 4,729 connections. A $10/month app opens Obsidian. 21 inputs, ReLU on every layer. The first hidden layer has 26 neurons, followed by 33, then 24, and so on all the way to the output. Thousands of connections flash in real time this isn’t a conceptual diagram from a blog, but a living brain that powers decision-making within the company. 9,000 documents, each with its own semantic space, all interconnected it earns about $2m a year for sorting Markdown files into the right folders. The company that builds the world’s best AI maintains its internal knowledge base in the same app that a freshman uses for class notes three years of discipline and a single open Obsidian tab you’re reading this on a device where, tonight, you can open that same Obsidian and start building your own vault

chewa. @chewadot

a month ago

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My girlfriend asked why I was smiling at my phone at 3AM. I lost my job last week. Rent due in 4 days. No backup plan. Then I found a 33-year-old nerd who turned $1,000 into $946,207 trading Bitcoin with a trick he stole from hurricane forecasts. No finance degree. No trading desk. Just a method every meteorologist uses and every trader ignores. The method: meteorologists never forecast tomorrow with a single model. They run 31 and count the votes. He applied that exact framework to Bitcoin. Built a Claude agent that reads every 5-minute BTC candle and feeds it into MiroFish simulator running 31 parallel prediction paths. Trade only fires when 28 out of 31 models agree. Below 26 votes? Trade dies instantly. The agent moves faster than any human trading desk: → Collects market data 24/7 without breaks → Runs continuous simulations inside MiroFish engine → Operates fully autonomous with zero manual input → Every trade executes only when consensus hits threshold → Every dollar captured is pure market inefficiency exploit That is the entire edge. Not prediction. Consensus. Position sizing follows Kelly criterion. Signal fires or it does not. Most signals fail the vote count, so the system stays flat most days. He spent years learning that certainty is a scam and consensus is the only edge that matters. You only need Claude Fable 5 + device + 1 hour per day. Giving this free for 24 hours. To get it: 1. Comment the word Fable 2. Like and retweet this 3. Follow me @expertwith_AI so I can DM you Save this post. Build the consensus system this week. Start with $200. Scale on evidence.

Before Fable 5 goes live again, you need to read this. Anthropic recently published its full guide to prompting Fable 5 for the best outputs. Most people have no clue it exists, but it's a game-changer. When Fable was originally launched, these are the principles I used:

AI Edge @aiedge_

2 months ago

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Boolean Logic?

Rahul @sairahul1

a month ago

Anthropic engineer: "You're not supposed to prompt Claude. You're supposed to build a system that prompts itself." Loops. Most builders are doing this wrong: No memory file, so every loop starts from zero. No sub-agent split, so one agent tries to do everything. No stop

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A Black Hole Can Be Dragged Through Spacetime A Black Hole does not have to sit still. Einstein’s equations allow a stranger possibility... a Black Hole that accelerates. This is the C-metric, an exact solution of General Relativity describing an accelerating Black Hole. The Black Hole accelerates because the geometry of Spacetime says it must. The C-metric is one of those exact solutions that reminds us how wild General Relativity really is. Gravity is not just attraction, and Spacetime is not just a stage. Sometimes the stage itself contains the force. #Astrophysics #GeneralRelativity #Einstein #CMetric #BlackHole #CosmicStrings #Spacetime #Cosmology #Mathematics #Physics

In 1963, Manhattan Project mathematician Stanislaw Ulam was doodling numbers in a spiral during a boring lecture and noticed something that shouldn't be possible. Prime numbers numbers that are supposed to scatter randomly lined up into clean diagonal streaks across the page. For sixty years this sat as an open anomaly. Mathematicians confirmed it kept happening no matter how far out you drew the spiral, but nobody could explain why the universe would organize "random" numbers into geometry. We think we've solved it. Take any prime number bigger than 3 and divide it by 9. Look only at the remainder. There are 9 possible remainders, but primes can only ever land on 6 of them the other 3 are automatically ruled out because they're divisible by 3, which makes a number composite by definition. So every prime that has ever existed or will ever exist is funneled into exactly 6 fixed positions. Those 6 positions aren't random either. They split into two locked groups of three, each spaced perfectly 120° apart and the gaps between consecutive primes act like gears, forcing the sequence to step between these positions in a strict, predictable pattern we call the Prime Gap State Machine. When you take Ulam's flat 2D spiral and lift it into this structure, his mystery diagonals stop looking accidental. They're the visible seams of an underlying lattice built from just the primes 2 and 3. Watch the simulation Hard Wall primes (remainders 1, 4, 7) lock into one triangle. Temporal primes (remainders 2, 5, 8) lock into the other. The dark empty channels you see threading through the spiral are the Spine the positions no prime is allowed to occupy, ever. It isn't random. It's a lattice with exactly two moving parts. zenodo.org/records/205508… zenodo.org/records/207763… ctftheory.com/ulam-spiral-pr… #NumberTheory #Physics #Mathematics #CTFTheory #UlamSpiral

MidJourney just announced... a full body ultrasound! Yup... read on because it's as crazy as it sounds. "As powerful as MRI and as casual as a trip to the spa" They are calling it "the @midjourney scanner" Insane details: - First, the scale. The device uses 8,960 individual transducers arranged in a ring around your body - The precision is the most jaw-dropping part: it resolves motion at the picometer range. It can image internal tissues finer than the width of an atom. We are talking sub-atomic level diagnostic capability - The compute requirement is massive. The system processes 17 gigabytes of data per second. It takes 40GB of raw data to reconstruct just one cross-sectional slice. And they are planning to scan 100 slices? - Midjourney claims that fewer than 12 of these machines could perform more full-body scans than every MRI machine on Earth combined. Welcome to the future of healthcare! Not only these scanners are announced, they will exist in a "Midjourney SPA" - with hot tubs, saunas, cold plunges, and 9-10 whole body scanners.

Porsche customer team Manthey faced a challenging Le Mans race porschesport.com/news/porsche-c…

Little did I know…

Fable 5 was banned by the US government yesterday. It's time to build your own Personal AI Computer and run local models. So no one can ever cut you off. Here's how ↓

75 Years of Porsche Motorsport: Our legacy youtu.be/sPKx-ha_EV8

16-years-old kid created Starlink prototype and made $300,000 It capture the signal from satellite, and works anywhere SpaceX tried to shut him down, but the kid was already covered. Here's how he made it using nothing except Claude: He's not stealing internet from Starlink. He's using the radio beacons SpaceX broadcasts as a free positioning system that works when GPS doesn't. Every Starlink satellite emits a constant beacon. With a small dish and a $35 radio, you can pick them up and triangulate your location anywhere on Earth, even where GPS is jammed or blocked. The US Army is testing the same concept. The kid built a portable version and sold it to hikers, sailors, and emergency crews. Step 1. Order the hardware. RTL-SDR Blog v4 USB receiver ($35) Small Ku-band parabolic dish (~$50) Ku-band LNB downconverter ($20) Raspberry Pi 5 (8GB) Bias-tee adapter 5000 mAh USB battery Total around $180. Step 2. Flash Raspberry Pi OS Lite to the SD card and boot the Pi. Step 3. Install the SDR tools in Terminal: sudo apt update sudo apt install rtl-sdr gnuradio python3-numpy Step 4. Mount the LNB at the dish focal point. Connect LNB to bias-tee, bias-tee to SDR, SDR to Pi via USB. Step 5. Open Claude Code and paste this prompt: Write me a Python program that captures Starlink satellite beacons through an RTL-SDR and uses them for positioning. Hardware: RTL-SDR Blog v4 + Ku-band LNB + parabolic dish. Requirements: Scan Ku-band downlink frequencies for Starlink beacons. Identify each satellite using public TLE data from celestrak.com. Use Doppler shift from at least 3 satellites to compute position. Output latitude, longitude, and accuracy to a small OLED screen. Use pyrtlsdr, skyfield, numpy. Add comments so I can tune the math. Step 6. Run the program. The Pi locks onto satellites overhead and shows your coordinates with around 10-30 meter accuracy. No GPS, no cell signal, no internet needed. The kid 3D-printed a case, branded it as "GPS backup for hikers and sailors," and sold 350 units at $899 each. Cost per unit: $180. Profit per unit: $719. His customers are wildfire crews, bush pilots, backcountry skiers, and yacht owners. SpaceX has no legal issue with passive reception of public beacons. The kid's lawyer confirmed it in advance.

Okay this is genuinely insane. SpaceX just unveiled a satellite whose only job is to run AI. Not internet. Not GPS. Just compute, floating in orbit. It's called AI1, and the reason behind it breaks your brain. AI data centers on Earth are hitting a wall, not a chip wall, a physics wall. They need staggering amounts of power and water just to stay cool, and we're running out of grid and land to build them. So Musk's answer is: stop building them on Earth. In orbit, the sun never sets. Free power, 24/7. No water for cooling, you just radiate heat into the vacuum of space. The two things choking AI on the ground barely exist up there. And here's the wild part: Musk says it's easier to build than a Starlink satellite. Strip out the complex antennas and it's "a lot of solar cells, a radiator, and some laser links." One AI1 carries the compute of an Nvidia GB300 rack, the same hardware data centers fight over down here. AI1 is just the first one. The plan is a constellation of up to a million of them. And the timing isn't an accident, SpaceX goes public this week at a ~$1.75 trillion target. This isn't a rocket company anymore. It's positioning itself as the power grid for AI, in space. The race for AI compute just left the planet. Literally. @SpaceX