@ReelLifeJustin

Adventurer. Autodidact. Engineer. Extemporizer. Zetetic. Co-founder @LayerVAI. My words are my own.

Texas
Joined April 2009
Amazing turnout in Dillon, Montana! 🙏 Thank you to everyone who came out for the book signing and Q&A on June 21st. The energy was incredible! Missed it? Catch the full Q&A: youtu.be/u-1jcFpggC0?si=cUED…
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New announcements are up at treasure.quest Starting today, you'll also notice a change in how the site works. These are the first steps toward protecting the treasure hunt and Beyond the Map's Edge in the era of AI superintelligence. This hunt has always rewarded human curiosity: your research, your instincts, your time in the field. I intend to keep it that way. There's more to come. Head over and read the latest, and if anything gives you trouble, let me know in the comments.
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I've helped ship software used by hundreds of millions of people. None of it matters to me as much as what I'm building now. The list: → Apple Pay v2 → CrowdStrike NG-SIEM → Disney: helped launch a plethora of experiences all across the company → Internet Explorer, back when it was the world's most-used piece of software. Yes, that Internet Explorer. Get the jokes out now. I'll wait. Here's why qURL tops that list. For 30 years, the internet has run on one rule: if it's online, anyone can find it. Every bot, every scanner, every attacker. qURL reverses that rule. Your app, your server, your AI agent's tools stay invisible until someone you chose shows up with the right credential. Everyone else finds nothing there to attack. As agents take on more of our work, they'll need to reach private things without exposing them to the whole internet. I believe the future of the internet is invisible and ephemeral, and qURL is how we get there. If you've ever opened a port or a tunnel just to show someone a half-built app, try this: qurl publish https://localhost:3000 What would you keep private if invisible were the default?
"It works on my laptop" Cool, now let someone else try it! qURL 2.0 turns your local app into a private, expiring link. Send it to a friend, get feedback, keep building. No deployment needed. What's new with 2.0: - Private-by-default access, hidden from public scans - Temporary, revocable links with configurable expiration - Access for both people and AI agents - No account required to get started (!!!) Try it 👉 qurl.link/
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AI agents just sprayed 2,900 logins a minute through a compromised vendor into thousands of Microsoft 365 tenants. Decade-old bugs in PHP got turned into working exploits with models. Sites went dark. A popular AI tool got a second malicious release this year that stole cloud and AI keys. None of this was sophisticated. It was just visible. Scanners, agents, and password sprays still work because almost everything still answers when you knock. We keep bolting on faster detection and response while the first step (finding something to attack) stays free and automated. That sequence is losing. The only thing that actually changes the math is making the infrastructure that shouldn't be public stop answering at all. No open ports. No banners. No response until someone proves who they are with a cryptographic knock. Temporary links when something does need a window. Everything else is just trying to outrun machines that don't sleep. LayerV.ai is the way to do the hide-first part. The rest of the industry still mostly optimizes the old sequence.
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Justin Posey retweeted
If your company refers to engineers as the IT department, you have nothing to worry about. You were already breached last week.
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BEYOND THE MAP's EDGE! The Q/A with Justin Posey @ReelLifeJustin will be live streamed! So if not able to attend - can still join the fun on Friday Night! However, if near by or able to go - the energy at these events inspire! AND Maxx/KK are incredible hunt creators and will be hosting a hunt on Saturday for $4000! Nice for day's worth of FUN!
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Justin Posey retweeted
The window to patch software bugs is collapsing Of the bugs hackers actually exploit, ~87% are now being attacked on or before the day the bug is public knowledge That share was 23% in 2020
Kevin Mandia on why companies need an agent swarm polling their network like a heartbeat, because the window to catch a new security hole keeps shrinking: "We do a thing called a hyperattack. That's just a fancy word for we throw a drone swarm of agents at you, and we map your network. Every service, every route, every system, all assets." "With that metadata, we now just poll you almost like a heartbeat. What's changed? Did an app change? Did a route change? Did a service get updated? So that we can poll cheaply for change and then attack the change." "What you really want in the AI age is the constant pressure of models attacking you... You do it when either the threat changes, new models come out, new intelligence is available, or your network changes." "That's what we had over the weekend. There was a zero-day in a popular product, and immediately we've already got the heartbeat. We just polled who's got the problem." "Our goal at Armadin is to go from a known vulnerability to knowing whether it's actually exploitable before the bad guys can." @ArmadinSecurity @DavidGeorge83
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An unused crypto address is already a bunker. Bitcoin and Ethereum addresses are hashes. The public key stays hidden until the first signature. After that, it sits on-chain forever. If someone later recovers private keys from public keys, every address that has ever signed is a target. Every address that has never signed is not. That used to be a quantum problem, dated in decades. It is now a math problem with an unclear clock. This week OpenAI posted 722 manuscripts from an unreleased model: claimed breaks of the n log n integer-multiplication bound, the 3SUM conjecture, and a May disproof of the Erdős unit-distance conjecture as the warning shot. Most of it is not peer-reviewed. Some of it will be wrong. The planning assumption does not require it to be right. Elliptic curves are full of structure: Schoof, Frobenius, pairings. Hashes are built to have almost none. A jump in mathematical search hits the structured object first. ECDSA is not broken today. It is also no longer obvious that a classical break waits for a quantum computer. The hedge is exposure control rather than a new wallet. Large holders move the bulk of funds to addresses that have never signed. When one of those addresses does sign, the remainder moves to a fresh one, same seed. No new cryptography. A rushed migration is worse than a slow one, because the stampede creates the signatures you are trying to avoid. The same rule does not stop at cold storage. A published public key is an open port: exchange signers, oracles, L2 councils, SSH, code-signing, TLS. Post-AI security will be less structure, and less advertisement of whatever structure remains.
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Anthropic’s estimated run rate has stalled at about $77 billion after a climb from roughly $9 billion in late 2025, up only 1.8% quarter over quarter. That is the first visible crack in the assumption holding up the AI trade: that frontier revenue keeps compounding fast enough to earn back the buildout. NVIDIA, Microsoft, Amazon, Google, Meta, and Oracle are not priced on Anthropic’s books. They are priced on that ramp. Flat at $77 billion is still enormous. The growth rate is what a reported ~$2 trillion IPO valuation and the capex plans require. Two reads remain open. Capacity may be the constraint, which only delays the ramp. Or customers may be refusing frontier prices, which hits payback math directly. Some estimates already put a 1 GW AI data center at $50–100 billion to build against $10–30 billion of annual revenue, with GPU life closer to four years than ten. The chart does not reprice the complex tomorrow. It is the question the roadshow has to answer.
👀 Interesting data from @tickerplus. Acc to this data, Anthropic's ARR seems to have flatlined around the time when the token index peaked. Many people questioned (rightly) at the time the inferential value of our token index for frontier labs due to the incomplete coverage. We had argued that the token index was likely a leading indicator for where AI usage was headed.
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Justin Posey retweeted
For everyone traveling to the Grasshopper Inn Meet & Greet, safe travels and have an amazing time! I’ll be over here stalking.... I mean, following... social media and living vicariously through your posts. 😄 #beyondthemapsedge @ReelLifeJustin
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AI just proved the equations that run the physical world can explode. Navier-Stokes is the math behind air over a wing, blood in your veins, storms, oceans, engines, climate. For 90 years nobody knew if a smooth flow could blow up to infinite speed in finite time. An AI system found the crack in days. A vortex tightens, stretches like spaghetti, and the math itself breaks while energy stays finite. This is the model we use to design planes, forecast weather, and keep people alive. The equations that describe flowing reality just got a known failure mode. The machine that found it can now be pointed at everything built on fluids. That's the leap. Keep up.
We’re sharing a solution to the Navier-Stokes Millennium Prize Problem, one of the deepest problems at the frontier of mathematics. The proof was produced by a group of agents, using an OpenAI next-generation model significantly more capable than GPT-6 Astra. The problem concerns whether the description of smooth three-dimensional fluid motion modeled by the Navier-Stokes equations can break down. It has remained unresolved for roughly 90 years.
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My first post on X ✌️❤️🏴‍☠️ This is my latest episode of my “Indy” series that has been inspired by the Beyond The Maps Edge Treasure Hunt. S2E6: “The Charcoal Kilns”. In order to find the Double Arcs of the Covenant, Indy and Rascal must find the Map Room Checkpoint…
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Justin Posey retweeted
4397328654844826923795068102505872571721883526553349659561256924505973939597593482272505698004801207988043088656411102133523080581 divides RSA-260
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Beyond the Map's Edge Treasure Hunt - August Featured Question with Justin Posey posted! Childlike Wonder -Great Question (thanks Jamie) and Interesting answer (thanks @ReelLifeJustin) mysteriouswritings.com/child…
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Justin Posey retweeted
Thirty days of effort. Zero information gained. Time was the only thing they spent. mythos-ready.com @ReelLifeJustin
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Justin Posey retweeted
Most of what knocks on your infrastructure is not a person. It has not been for years. mythos-ready.com @ReelLifeJustin
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What a time to be alive. 1. A Super El Niño is forming that models now project at 3.5–4.0°C -- possibly the strongest in the instrumental record. The last one of this scale (1877–78) helped kill ~3–4% of the global population. 2. We are already in the AGI era. Centuries-old problems are falling at an accelerating rate. 3. Usable quantum is arriving -- and it multiplies AI. 4. America is burning money like there's no tomorrow. The real story is the synchronization. Climate shock, fiscal stress, and exponential technology are all peaking in the same narrow window of history. AI + quantum can collapse the cost of solving hard problems. They can also collapse the cost of making catastrophic new ones. The limiting factor is whether our institutions and humility can keep up with them. The window is closing. The outcome is still unwritten.
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BREAKING: Our national debt has officially passed $40 trillion for the first time ever.
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The cabin survived. There was no last stand, no garden hose, no one who drove up the mountainside in time. The fire moved too fast for that. The firefighters and volunteers were down in the valley, holding the line for Polaris, for Elkhorn Hot Springs, for the structures that could actually be reached. They saved virtually everything down there. Thirty yards from the family cabin, the fire made whatever decision fires make, and stopped. Thirty yards. Over 37,000 acres burned. The Pioneer Mountains will wear the scar for a generation. Maverick Mountain lost its sole chairlift -- which sounds like a footnote until you understand that Maverick runs on stubbornness and local faith and the specific loyalty of people who choose a place like that on purpose. It mattered to us for whom it was the whole point. I keep thinking about the difference between the valley and the mountainside. Between the places that were fought for and the place that was simply, inexplicably, spared. Alton stood in the smoke with a garden hose and saved his house through sheer refusal. The cabin saved itself. Or the wind shifted. Or something I don't have a name for intervened. I'm not sure which story is harder to hold.
My great-uncle Alton Posey was 68 years old when a wildfire came for his log cabin in the mountains. He knew forests. Knew mountains. It had been his whole life's work. So when the fire came, he doused himself with water, picked up a garden hose, and stood there while everything around him burned. He saved the house. Senator Pete Domenici read his name into the Congressional Record. Because a man loved something enough to refuse. I wrote about Grasshopper Valley in my book. About the way Montana Highway 278 carries you through it between Dillon and Wisdom -- two towns that sound like a country song -- and how the Pioneer Mountains appear without warning and something in your chest simply stops. Polaris sits quiet at the foot of all of it. Elkhorn Hot Springs has been pulling people out of the cold since 1932. You sink into water that smells like the earth is breathing and something unknots in you that you forgot was knotted. I thought I was documenting it. Preserving it. It did not occur to me that I may be saying goodbye. The Bobcat Lakes Fire and the Sand Creek Fire are there right now. Zero containment. Alton is gone. The Senate record remains. Somewhere in the permanent archive of this country is a 68-year-old man with a garden hose, standing between the fire and the thing he loved. I keep reading it. congress.gov/106/crec/2000/0… cloudcroft.com/day8
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