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Mirror selfie… but make it witchy 🧙♀️✨
Rituals, runes & a little 🔥
#ExpressWithRitual @ritualfnd
Evault: The New Evaluation Economy
Imagine building the roads but never collecting tolls. That’s AI evaluation today: researchers create benchmarks that validate billion-dollar models—and earn nothing.
Evault is here to change that.
#AI #Evaluations #Web3
Three directions for the new evaluation economy:
🔹 Meridian – Prize pool coordination for verified bounties
🔹 Prism – Marketplace for dataset creators
🔹 Synthesis – Crowdsourced, evolving benchmarks
Each solves a real incentive failure.
Evaluation is critical infrastructure.
Evault creates the economic layer we’re missing.
If you understand the evaluation crisis and know how to build incentive-driven platforms—we want to talk.
Apply at Ritual Shrine. Mention Evault.
shrine.ritualfoundation.org/…
“me? conducting a sacred rite in the moon temple? nooo i was just standing here 🕯️”
had a little offline moment — been under the weather, but i’m feeling better now.
the magic is back, and so is the content ✨
@ritualnet | @joshsimenhoff
Why bring giant neural networks on-chain when many problems can be solved much simpler?
Classic ML models — like trees and regressions — still work great.
And we’re already running them on-chain.
#Web3 #MachineLearning | @joshsimenhoff
Inference with Ritual is easy:
You send a model and data → you get the result.
Fast, accurate, and transparent.
No complexity. All on-chain.
#Web3Dev #ONNX #AIonChain #BlockchainTech
We don’t need more models. We need smarter tools.
Classical ML = reliable + efficient.
With Ritual, you can already run it on-chain — today.
#RitualAI #BlockchainDev #AIinfra #Web3Tech @ritualnet @ritualfnd
A small observation about the #contribute channel:
Some posts are getting lost.
Not because they’re bad — but because they simply disappear into the noise😔
@joshsimenhoff | @Jez_Cryptoz
This isn’t a complaint — it’s a suggestion:
What if we separated content types?
– Art in one thread
– Info/research in another
– Questions and reflections somewhere else
Just to protect what’s already here. And those creating it.
If you’ve noticed this too — share it.
Some of the best posts don’t fail because they’re weak.
They fail because no one ever saw them.
Let’s make some noise — maybe it’s time for change.
RT if you think this deserves admin attention.
@joshsimenhoff | @Jez_Cryptoz
What is permutation security?
It's a met used to protect user data by scrambling inputs (like prompts) before processing. Like shuffling a deck of cards. The idea: preserve privacy while still letting AI models work effectively.
@ritualnet @Jez_Cryptoz | @joshsimenhoff
What’s the path forward?
Relying only on permutation security isn’t enough. Options like SMPC offer better privacy—but with trade-offs. We need a balance between security and usability.
#AIprivacy #CyberSecurity #SMPC
Stay informed and protected !
Stay informed and protected to protect data. Stay current on AI privacy by following @ritualnet and @ritualfnd. They’re leading research to keep interactions secure.








