23 • Creative and still learning • Building aura-ctx & @wayylohq
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Joined November 2025
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I’ve been frustrated for a while with how every AI tool has its own incomplete version of “me”.
Claude doesn’t know what I told Cursor yesterday.
ChatGPT has no idea about my coding preferences.
Gemini forgets my writing style.
So I started building something simple to fix that.
I genuinely love using Claude, but things are getting tough this time. I thought I was the only who noticed it. Might be time to start looking at open-source alternatives
Everyone here is talking about AI memory layers, harnesses, tools, and plugins.
Almost no one is talking about Identity. The layer that permanently connects your AI to your personal context, values, history, and style. identity and memory are different
Google shipped “portable memory” for Gemini. but it’s still one-way. You can import your chats and preferences into Gemini.
But there’s no way to programmatically read, export, or reuse that context elsewhere
That’s not portability. That’s ingestion.
Switching to Gemini from other AI apps just got easier.
Starting to roll out today on desktop, you can now bring your preferences and chat history into Gemini, so you can pick up right where you left off in just a few clicks. 🧵
ALT A vibrant, multi-colored four-pointed star (the Gemini logo) in the center of a light background, encircled by translucent, glass-like chat bubble icons. Text at the bottom reads "Switching to Gemini just got easier", with the word "Gemini" in a blue gradient.
Finally! Stable end-to-end JEPA without any tricks or heuristics. LeWorldModel learns world models directly from pixels with just 15M params on 1 GPU and full planning in <1 second. This changes everything
JEPA are finally easy to train end-to-end without any tricks!
Excited to introduce LeWorldModel: a stable, end-to-end JEPA that learns world models directly from pixels, no heuristics.
15M params, 1 GPU, and full planning <1 second.
📑: le-wm.github.io
Sunday, 3AM.
I should be asleep,
but I just finished reading all the AI articles I bookmarked…
Interesting stuff.
aura-ctx lets you define your identity once — stack, rules, preferences, style — in clean YAML files.
Then it serves that identity to all your tools via MCP (Claude, Cursor, ChatGPT, Gemini ... )
Everything stays local. No cloud. No lock-in. Just one source of truth you control
It’s still very early. If you often switch between multiple AI tools and hate having to re-explain who you are every time, I’d really appreciate your feedback.
github.com/WozGeek/aura-ctx
Nok retweeted
people after finding out you don't need a job offer, a rich uncle, or a linkedin premium subscription to get your startup funded 💀
Nok retweeted
Andrej Karpathy just built a tool that scores every job in America on how likely AI will replace it.
Elon Musk saw it and said:
"AI will make jobs optional. There will be universal high income."
We're so cooked.
Here's what Karpathy did.
Took 342 jobs from government data, scored each one 0 to 10 on AI exposure.
The filter: if you can do your job from a home office on a laptop, AI can probably do it too.
Roofers: 1
Plumbers: 2
Firefighters: 2
Data analysts: 9
Writers and editors: 8
Software developers: 9
60 million people are staring at a number next to their job title wondering what happens next.
The irony nobody's talking about:
The generation told "learn to code" is now the most replaceable.
And then Travis Kalanick drops in & says AI will make human labor far more valuable.
That plumbers would become "LeBron James" in an automated world.
The jobs AI can't touch are the ones that require hands, not keyboards.
The best career advice in 2026 might just be:
Learn something a bot can't do with an internet connection.
Nok retweeted
"God may not play dice with the universe, but something strange is going on with the prime numbers."
- Paul Erdős
AI is officially doing frontier math research now. Proof by GPT-5.2 Pro and accepted by Terence Tao. This changes everything. Insane progress! 🤯📈
#AiMath
Weekend win: The proof I submitted for Erdos Problem #397 was accepted by Terence Tao.
The proof was generated by GPT 5.2 Pro and formalized with Harmonic.
Many open problems are sitting there, waiting for someone to prompt ChatGPT to solve them:
Nok retweeted
Long time ago
Elon Musk on building his first startup Zip2
In 1995, when he was just 23 years old, Elon dropped out of Stanford’s PhD program in physics to start Zip2 with his brother Kimbal Musk.
Elon personally wrote the first national maps, directions, yellow pages and white pages on the Internet that summer in C with a little C++.
In this CBS interview, a 27 year old Elon describes living in a $200/month office with a leaky roof:
“We found that an office was actually cheaper than apartment in Silicon Valley and we got this dinky little office that had a leaky roof. It was just the nastiest place you could imagine. I lived in it too and showered at the YMCA. This lasted for about three or four months, and the reason we chose this office — in addition to it being really cheap — was that there was an internet service provider on the floor below. So we were able to get really cheap internet access by drilling a hole in the floor and connecting to their server directly.”
In February 1999 — less than a year after this interview — Compaq would purchase Zip2 for $307 million in cash.
The interviewer also asks Elon what he thinks the future of the Internet will be, to which Elon responds:
“I think the internet is the superset of all media. It is the be all and end all of media. One will see print, broadcast, radio — essentially all media — folding into the internet. What the internet amounts to is it’s the first two-way communication medium that is intelligent. It allows consumers to choose what they want to see, when they want to see it.”
