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Sovereign Path
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Sovereign Path
@sovereignpath
Mostly harmless pure-blood rebel living outside the matrix. Banned multiple times and heavily suppressed.
New Zealand Katılım Ekim 2010
1.2K Takip Edilen1.3K Takipçiler
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It should be pretty obvious at this point that AI is a "force multiplier" not a "labor substitute".
It helps experts be better at things they are already good at. It doesn't let beginners match experts.
If you can't write, anything you write with AI will be unmitigated slop.
If you aren't a software engineer, anything you vibecode with AI will have security holes and won't be able to scale past a toy demo.
If you blindly trust AI to deliver on a research task without knowing the subject matter, you won't be able to fact-check it.
There's this weird misconception of AI as something that completely levels the playing field. I don't see it that way at all. There are mathematicians deriving novel lemmas with off-the-shelf models. Normal people can't do that.
AI is a tool that makes experts better. It doesn't make everyone into an expert.
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@martinhector1 @365MickeyBlue Now confirmed by Times of Israel and a few other media channels
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@sovereignpath @365MickeyBlue They better, but theres so much fake news on Twitter these days that I dont know if thats true or not. Anyone who uses AI just posts videos of their imagination at work
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@martinhector1 @365MickeyBlue Iran answered Trump's offer by launching a fresh wave of attacks against Israel.
It doesn't sound like they want to play ball.
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🚨 @karpathy literally ditched traditional RAG for an autonomous Obsidian file system.
Instead of writing code, he dumps raw AI research into a local folder and lets an LLM convert it into an interconnected markdown wiki.
He rarely edits the text manually.
By relying purely on dynamically updated index files, the system navigates the exact context it needs natively without relying on flawed vector embeddings.
Because the LLM fully understands the file structure, it executes advanced autonomous workflows:
→ Operates a custom vibe-coded local search engine
→ Renders complex charts and formatted markdown slides
→ Continuously compounds a 400,000-word knowledge base
The most fascinating mechanic is the self-healing loop.
He triggers background health checks where the LLM natively spots structural gaps, scrapes the internet for missing data, and cleans the articles perfectly.
This feels the absolute blueprint for managing complex technical data 🔥
btw, he also plans to fine-tune a local model directly on the wiki so the research is baked into the neural weights rather than relying on limited context windows 👀

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After its petrochemical hub was attacked by the US and Israel, Iran responded by striking the Saudi industrial hub.
Jubail is Saudi Arabia’s main industrial hub and operates with nearly 300 active industries. It produces about 7% of all petrochemicals in the world.
SATORP and SASREF together refine 770,000 barrels per day.
In addition, there are large-scale dedicated power stations and desalination plants.
We are talking about a giant complex of fertilizers, steel, aluminum, and chemical products that suffered a violent Iranian attack today in retaliation for the strike on its own petrochemical complex.
All of this is connected to the King Fahd Industrial Port, the main industrial port of the complex, with 34 berths and a confirmed annual capacity of 70 million tons.
The attacks today on Iran and the Iranian attacks on Saudi Arabia will directly impact global inflation.
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30 second explanation of the MemPalace by Milla Jovovich.
By day she’s filming action movies, walking Miu Miu fashion shows, and being a mom. By night she’s coding.
She’s the most creative, brilliant, and hilarious person I know. I’m honored to be working with her on this project… more to come.
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