github.com/d0rc/n-interactin… - A hackable @PyTorch script to visualize emergent structures in n-interacting-particle systems.

Here's an iota-tree rendition of a full quicksort [3,1,2], including captions that explain what's going on. I quite like the melody, especially the repeating refrain from reducing (<). I never knew computation could be so beautiful.

Going from MicroHs -> combinators -> SK -> Iota we can visualize programs by rendering them as a tree Here we have the iota render of the church encoding of less than (<), the list [a,b,c], quicksort of [a,b,c], and finally quicksort of [3,1,2]

TG is kremlin’s honeypot; do not use it, do not trust it; avoid enriching their datasets. These people will use it kill or enslave you.

Every combinator can be rendered as an iota tree. Iota is a programming language. Defined as iota = 1 | 0 iota iota, where iota = \f.((\a.\b.\c.((ac)(bc)))\d.\e.d). Iota is turing complete! So you can represent *all computable functions* with iota trees PL theory is amazing!

Iranian who escaped Sharia law warns the West: "I'm Iranian. I went to prison under Islamic law. I know how it starts… and it always starts with the Left uniting with Islamists. I came to Canada for freedom. now I’m watching the exact same pattern. They appease. Weakness invites more. They will never stop." This man lived it. The West is sleepwalking into the same nightmare.

This is the way! I feel in these conditions China will win the race in the long run: broader audience, more feedback, faster improvements 🤷🏻‍♂️

Goodness. Russia didn’t invade Ukraine because of NATO, because of biolabs, because of n@zis, because family values. Why is it so hard to process this is simply a colonialist imperialist war of conquest, war for control and domination of a sovereign free nation.

Born June 13, 1966: Grigori Perelman, who solved the Poincaré Conjecture. On why he completely walked away from institutional academia: "Of course, there are many mathematicians who are more or less honest. But almost all of them are conformists." Source: en.wikiquote.org/wiki/Grigor…

Oh the irony ! British plumbers moving to Poland's booming economy 🤡

Anthropic Just Shot Itself in the Foot Anthropic launched Fable 5 and Mythos 5, then watched the US government shut them down three days later. The same government their CEO Dario Amodei has been begging for years to regulate AI harder. Now he got exactly what he asked for. This is straight-up leadership failure. Dario spent all that time pushing for rules and oversight. Those rules just killed his flagship models overnight. Customers in the middle of builds got cut off. Security teams using the models to find vulnerabilities suddenly had nothing. The company tried to call it a narrow export control thing over a jailbreak, but nobody is buying that spin. I helped move big clients off Anthropic the same night. One account alone was worth millions a month. They switched to local open-source models and they are not coming back. This is going to leave permanent damage. Customer exodus, key people leaving, and their IPO plans looking dead by the end of summer. This hurts US AI competitiveness and national security work. It pushes people toward open-source options, including ones from China. All because Anthropic positioned itself as the “safe and responsible” company that wanted government help. Now that help just flipped the off switch on their best stuff. Let’s run through Dario’s greatest hits of fear-mongering and delay tactics, because the pattern is ridiculous: • Back in 2019 at OpenAI, he helped push the call that GPT-2 was too dangerous to release fully. The world needed time to prepare, they said. It eventually came out anyway, and here we are. Did the sky fall? • He left OpenAI to start Anthropic, preaching “safe” AI with heavy guardrails, Constitutional AI, and all the rest. • Then came the endless public pleas for pauses, regulations, government audits, FAA-style oversight, export controls, and the power to block deployments. Essay after essay warning about risks while his company kept scaling. • Right up to recent weeks, Dario was still out there calling for stronger rules, pauses on frontier models, and giving governments the kill switch. And now? His own Mythos-class models get yanked by the bureaucracy he helped invite in. The clown show is complete. This is ridiculous. In two years, everyone will have Mythos-class AI — or better — running in their pocket, on their devices, with no guardrails, no corporate nanny filters, and no remote kill switch. Local, open-source, unstoppable. History is going to laugh at this entire episode: the CEO who spent years slowing everyone down only to watch his own company self-destruct by inviting the regulators to the party. Dario wanted regulation. He got it. The rest of the industry gets the lesson: inviting the state into your tech is a fast way to lose control of it. Centralized models like this are too fragile. Open-source and local alternatives just picked up a lot more users who will never trust a company like Anthropic again. This whole mess was completely avoidable. Hubris dressed up as safety advocacy. Now the bill is due.

Hello 👋👋

The word "algorithm" comes from the name of 9th-century Persian mathematician al-Khwarizmi, whose Latinized name "algorismi" was used to refer to his systematic methods of calculation.

Who cares about Fable 5, we have GLM-5.2 to play with now! Perfect timing @Zai_org 🚀

The greatest achievement in human history isn’t getting a few satellites into space. It’s feeding 8 billion people every day. The fact that many people find rockets more exciting than agriculture says more about human psychology than human priorities.

Local AI in action! MiniMax M3 unning locally on a single M3 Ultra 512GB in Unsloth Studio! 🔥 Here UD-Q5_K_XL decoding at 32.5 toks/s!

Eggroll powers our ML at NormaCore, and we love it! 🚀 Dive into the ICML '26 paper "Evolution Strategies at the Hyperscale (Eggroll)" with its main author @bidiptas13 and David Farago's AI discussion group. We'll be in the audience, come hang out! 🗓️ Tue, June 16 @ 8:00 PM CEST 🔗meetup.com/ai-paper-discussi…

repost @damian_madden on IG Never thought maths would look so cool. Lorenz attractor Math Visualisation AR via the super talented @jeonghopark ⁣

The Field Learns to Sew Itself This animation uses a moving quadratic differential q(z,t)dz², where zeros and double poles steer thousands of particles along the field’s horizontal trajectories, turning the complex plane into a living fabric of mathematically guided threads.

Enjoyed this. Especially the final part on that platonic forms (latent perennial patterns) and how bioelectrical fields are ideal for finding them. youtu.be/6mU5nN5nlLA?si=peA-…

I vibe-CADed a hexapod walker entirely with claude/codex, learned the walking gait entirely in the 3d simulator, 3d printed the generated files, ordered the full BOM from amazon, assembled the thing. The fact that this is possible is amazing, but there's still some clear differences between the simulated world and reality 😀.