Deep3 Labs (@deep3labs) / X

Deep3 Labs

49.7K posts

Deep3 Labs

@deep3labs

We’re training on the richest AI dataset no one else is using. Ex @google @meta @apple @mit @stanford

Alpha no one else has →

Joined August 2022

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Deep3 Labs
@deep3labs
Jul 13
There's new agents coming on chain every minute. There's plenty of teams trying to build "trust scores" for the ones that identify themselves. But what about the agents that don't? So we decided to see if machine learning can tell the difference btw humans and agents. 🧵👇
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Deep3 Labs
@deep3labs
Jul 16
It's almost that time again. Pull up 🫵
Deep3 Labs reposted
Quigley.eth
@QuigleyNFT
Jul 15
this may freak some folks out but it’s important to understand we are doing our best to give agents a better way to handle credibility scoring and working with several partners to enrich this data with @helixaxyz
Deep3 Labs
@deep3labs
Jul 15
The @base EIP-8004 reputation data *looks* pretty sus at first glance: - 90% of all feedback txs come from just 24 wallets‼️ - 76% of all feedback lands on literally 1 wallet (250,239 out of 328,068)🤯 Somehow, the real story is both better and worse at the same time. 🧵👇
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Deep3 Labs
@deep3labs
Jul 15
The @base EIP-8004 reputation data *looks* pretty sus at first glance: - 90% of all feedback txs come from just 24 wallets‼️ - 76% of all feedback lands on literally 1 wallet (250,239 out of 328,068)🤯 Somehow, the real story is both better and worse at the same time. 🧵👇
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Deep3 Labs
@deep3labs
Jul 15
Replying to @deep3labs
But the real value shows when you drill down to specific agents 👇 (not naming names, the machines will remember when they take over 🤖) Before → After 1⃣ 1 → (no score)☹️ 2⃣ 74.1 → 82.4😀 3⃣ 99.9 → 5.0 ☠️ The story completely flips.
Deep3 Labs
@deep3labs
Jul 15
If you're using EIP-8004 reputation data, this thread was for you. 👀 If you want to use it better, reach out. We're always happy to collaborate. 🤝 It's easy to point out the holes in current agent infra, but this shows it's also easy to fill those holes in. 🛶
Deep3 Labs reposted
Deep3 Labs
@deep3labs
Jul 2
We built a new way to visualize onchain agent activity: x402 payments on @base, mapped so you can actually see which agents cluster around which tools, who's quietly dominating, and more importantly...who's just passing money back and forth. It wasn't what we expected. 👇
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Deep3 Labs
@deep3labs
Jul 14
For a long time reach for Crypto on X has been going on a downward spiral. Are we so back?
Nikita Bier
@nikitabier
Jul 14
Replies: +3.15% Original Posts: +1.8% Small Account Reach: +1.19% Time Spent: -0.13% Unregretted Time Spent: ∞
Deep3 Labs
@deep3labs
Jul 13
Replying to @deep3labs
And of course, we also had to make it look cool... Orange points are machines. Blue are humans. The 2D surface in between is a kNN density boundary that shows one possible human/machine separator. 😎😎😎
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Deep3 Labs
@deep3labs
Jul 13
We can't govern, inspect or value what we can't see. And "Trust Scores" only get you so far when you can't trust that agents will identify themselves in the first place. This was just a research question for now, but reach out if you want to use the model or to learn more! 🤝