chuggie otis. retweeted
Had someone reach out to me after posting this. If you ever need someone to talk to about this stuff, stranger or not, I'm more than willing.
I only talk and give advice about stuff from the pov of myself. I never tell people what they need to hear. Because I don't know what they need to hear.
I'm also an idiot too, so there's that ❤️
Fun thing about this:
There's people with a particular type of ADD (inattentive) that suffer from this specifically.
Recently @hubermanlab had the guest @MasudHusain on and told the story about a guy needing someone to phrase an ask in the form of a certain type of request to gain a response and action from him.
This, for me, seems to be the cure for this. It probably takes many forms but the healthiest, imo, way to "cure" this is to surround yourself by people you can be honest with. For some reason, truth and honesty play a big part in this.
Addicts seem to fall in this category, heavily. And I only know that by the amount of people close to me that are no longer here due to these conditions.
Pointing out the obvious to people, seems to be the most obvious way. But it's not the only way and yet some people still give up there. Just because there's nobody there willing to take the time to show them.
chuggie otis. retweeted
ethereum changed the world because it refused to fit in. it was weird, paranoid, adversarial, technical, uncapturable and contrarian. and it will keep changing the world for as long as it refuses to become what everyone else wants it to be. ethereum is not here to serve someone else's agenda, validate someone else's worldview or become infra for someone else's empire. if you want ethereum to play by your rules, you're probably part of the problem.
Atomic synchronous composability is no longer a promise. History made on mainnet: the first atomic cross-chain L1->L2 transaction ever 🔥 And this is only the beginning for EEZ ... 🚀 @etheconomiczone
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They're everywhere here in Austin. All walks of life. When I came back to Texas I helped start a brand ambassador program for a local contractor. All of the brand ambassadors under 23 were trading.
When I play shows, there's younder people trading at the dive bars/clubs.
I already know the adults are enjoying the spoils. I'm still in the same group chats from 2019-2020. We never left.
They will bank with crypto. They will work with AI. I can't see it any other way. Well I can, but this seems good!
Ethereum.
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Comments
Doing a bit of a self-experiment.
Goal: use my personal health and travel data to provide personalized diet and exercise recommendations for me, using frontier models but in a way that avoids leaking to them any private information.
Strategy: use a local model (Qwen 3.8 Flash Next) to orchestrate, and use powerful remote models as a tool call to benefit from higher-level thinking and knowledge that the local model does not have.
Three-layer approach to privacy:
Avoid leaking personally identifiable information, or leaking my identity through writing style -> local model writes the queries to the frontier model, not me
Avoid leaking who I am through the payment channel -> zkAPI
Avoid leaking who I am through networking / IP -> Tor
You need all three (and finally we have all three, at least to some extent)
A skill file teaches the local model when and how to construct minimally-data-revealing requests to remote models. Use zkAPI-wrapped-with-Tor as a CLI tool.
And everything works! I got the recommendations back, info from frontier models helped to improve them.
Main deficiencies:
* Tor is really not optimized for request-by-request de-linking, which is the only form of network-layer privacy that really makes sense in today's world (long-running identifiers are too fragile). Probably not private enough, and latency 10-100x higher than it could be, at the same time.
* The skill file's request construction strategies are definitely far from optimal.
* Qwen 3.8 Flash Next is still too slow for comfort. It's comfortably running at 20-30 TPS, but it would only really start to feel fast at 100+
* There is a tradeoff: the more careful you are about what data you give to a remote model, the less it can help you
github.com/ethereum/zkapi/pu…
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Had no clue other people were doing this!
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chuggie otis. retweeted
Replying to @liamihorne
We are funding this and more at ARIA! It has long been a core piece of our thesis (applications are currently open!) scalingtrust.org.uk/blog/gen…





















