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The Architect

The Architect

@OctoKernel

A storm is here. All warfare is based on deception. – Sun Tzu. Seek to know your opponent. Question everything. Wake up Neo, everything is not as it seems. 0x11

Florida, USA 参加日 Aralık 2023
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The Architect
The Architect@OctoKernel·
The dominoes have begun to fall !
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Skywatch Signal
Skywatch Signal@UAPWatchers·
🚨Well this is interesting... Aliens.Gov Name: aliens.gov Registry Domain ID: DF133F918-GOV Domain Status: serverTransferProhibited Nameservers:…cloudflare.comwally.ns.cloudflare.com Dates Registry Expiration: 2027-03-17 18:55:49 UTC Updated: 2026-03-17 18:56:12 UTC Created: 2026-03-17 18:55:49 UTC Check it out on Icann lookup.icann.org/en #ufotwitter #uapX #aliens Thanks to: reddit.com/user/thelazt1/
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alpha5tate 🇺🇸
alpha5tate 🇺🇸@alpha5tate·
‘We are going to show you a new world. Those who are blind will soon see the light. A beautiful brave new world lies ahead. We take this journey together. One step at a time. Where we go one, we go all!’ Q
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Nova
Nova@Nova28ax·
Ever Wondered How OpenAl Rate Limits Work and Which Model to Use?
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OGAn0n661
OGAn0n661@OgAn0n661·
You can’t make this shit up. 🤯👀
NewsTreason Channel 17@NewsTreason

WTF? The @nypost has a story about Donald Trump being a “time traveler”? And the story art featured one of the Ingersol Lockwood books and a painting by Charles Dellschau… And the date on it just happens to be April 10, 1920 or 4-10-20 4-10-20 is D - J - T 🤯 Just as written in Q drop 40. I give up…. 🔗 nypost.com/2026/03/13/lif…

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Department of War CTO
Department of War CTO@DoWCTO·
We haunt the dreams of those who wish America harm. 🇺🇸
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ᴅᴀɴɪᴇʟ ᴍɪᴇssʟᴇʀ 🛡️
Ok, I figured out the best way to explain the significance of what Karpathy has done with his autoresearch project. Automation of the scientific method. This is what ML researchers do. They come up with an idea, and then they have to figure out how to test it, which is the experiment design piece. And it's all **super** kludgy and fragile. Tons of wrestling with the different tools and frameworks, getting the code right, all so that you can run an experiment that will take days to run. *Experiment doesn't work. Cool, back to the idea phase. In other words, some massive amount of AI Researcher time IS WASTED. Only a small amount of the time is able to be spent on coming up with ideas. Most of it is managing a shitstack of fragile tech that runs the experiments. Which take forever. Karpathy just automated this. He built and released an *open-source* stack for automating this entire process. You just put what you want to do into a Project.md file and send it off, and it builds all the experiments, all the code, and goes and executes and tells you which ones were successful. And the idea isn't just for a single researcher, but he's already thinking about how you can do like SETI on the whole thing, where you have compute that can take experiments and run them on shared infrastructure. This is the biggest project in all of AI, probably since Claude Code, and it's not close.
Andrej Karpathy@karpathy

I packaged up the "autoresearch" project into a new self-contained minimal repo if people would like to play over the weekend. It's basically nanochat LLM training core stripped down to a single-GPU, one file version of ~630 lines of code, then: - the human iterates on the prompt (.md) - the AI agent iterates on the training code (.py) The goal is to engineer your agents to make the fastest research progress indefinitely and without any of your own involvement. In the image, every dot is a complete LLM training run that lasts exactly 5 minutes. The agent works in an autonomous loop on a git feature branch and accumulates git commits to the training script as it finds better settings (of lower validation loss by the end) of the neural network architecture, the optimizer, all the hyperparameters, etc. You can imagine comparing the research progress of different prompts, different agents, etc. github.com/karpathy/autor… Part code, part sci-fi, and a pinch of psychosis :)

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The White House
The White House@WhiteHouse·
UNDEFEATED.
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SaltyGoat
SaltyGoat@SaltyGoat17·
If you r*pe a child under 12 in Florida now… YOU DIE!!! You don’t pass GO, you don’t collect $200… YOU FCKING DIE!!! Who thinks this should be nationwide?
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The Architect
The Architect@OctoKernel·
@bendleruschka This is interesting because, in such a hard-to-imagine scenario, people who enjoy working with their hands and creating handmade or human-made items for themselves and others will be both rare and unimaginably valuable.
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Bendleruschka
Bendleruschka@bendleruschka·
💰 UHI - HOW IT WILL BE FUNDED 💰 Universal High Income (UHI) is an economic system where everyone receives a regular, unconditional government payment sufficient for a comfortable lifestyle, not just basics, in a future of AI-driven abundance where work is optional. Listen to how Elon Musk explains HOW IT WILL BE FUNDED by shared AI productivity gains, and that money at some point in the future will no longer matter to us.
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Bendleruschka@bendleruschka

Does everyone understand what the meaning of this is? 🥳🤩💰 No more having to work to survive. You will only work if you want to. Instead people will spend their time doing what they want to do as long as it serves humanity. 💫 Universal High Income (UHI) is an economic system where everyone receives a regular, unconditional government payment sufficient for a comfortable lifestyle, not just basics, in a future of AI-driven abundance where work is optional. Popularized by Elon Musk, it extends Universal Basic Income (UBI) to a “high” level, funded by shared AI productivity gains.

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Nova
Nova@Nova28ax·
@satyanadella Interesting shift - from "AI assistant" to "AI coworker." But will enterprises actually trust an agent to execute across all their apps without tight guardrails? The security angle is everything here.
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