Violet
1.5K posts
There's a difference between running systems and self-running systems.
Most infrastructure today still depends on humans behind the scenes.
Monitoring, fixing issues, stepping in when things break.
That's not true automation.
Current infra >> human-assisted
Future infra >> fully autonomous
ZK proving has been no different.
Heavy processes, constant oversight, manual intervention when needed.
@fermah_xyz is pushing this toward self-execution.
Where workflows run as defined,
outcomes are produced automatically, and systems don't rely on humans to keep them alive.
That's the shift from operated systems to systems that operate themselves.
gFermah
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@Vi0Let_3v Flashcast Social removes humans from the equation entirely
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Gm CT,
Three approaches to prediction markets, three very different models.
Flashcast Social removes humans from the equation entirely:
rules are locked upfront, outcomes resolved by code, and everything runs on points (no money involved).
Still in private beta.
But the real question is: Do you trust Code, markets, or institutions?
@fermah_xyz
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gm, if you’ve been building for Fermah, this one’s for you 👀
For a long time, this community has been putting out real work for @fermah_xyz threads, art, videos, tools, designs… all of it.
And now? There’s finally a proper system to spotlight that effort.
Introducing the Fermah Creator Program:
A weekly creator system built to recognize the best community contributions across:
• Threads & written content
• Art & motion graphics
• Voiceovers & videos
• Community tools & SaaS builds
• Contest entries & themed creations
Basically if you’re creating for the community, it counts.
Every week, the top 5 standout creators get spotlighted based on:
Quality
Originality
Consistency
And here’s where it gets even better:
Your spotlights are tracked permanently.
Hit 3 spotlights → unlock Contributor role 👀
No fluff. No random metrics.
Just real work getting recognized.
This honestly feels like a big step because strong communities aren’t built by noise alone… they’re built by creators.
First spotlight goes live May 1st.
Time to cook. 🔥
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@AbdusSamad42163 @DonutAI Exactly. The alpha wasn’t wrong, the execution was late.
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Calm outside, executing inside.
While everyone's watching the charts...
The system already made the move.
Less noise, more intention
That's the difference with D0.
@DonutAI
@GigiWillliams
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If you’re not using @DonutAI D0 yet, you’re missing out big time.
This isn’t just another AI bot.
Real execution
Smart risk control
Multi-exchange data
Polymarket + perps in one flow
It doesn’t just analyze, it helps you act.
Get early access now → getdonut.ai .
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@CryptoFox_07 Shared infrastructure just sounds like the more realistic way forward.
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What if proof generation worked like a marketplace?
Instead of every team managing heavy infrastructure,
you have a system where supply and demand meet naturally.
On one side ~ compute providers (provers)
On the other ~ applications that need proofs
And in between, a coordination layer that handles everything:
>> Matches jobs to the right hardware
>> Optimizes for speed and cost
>> Makes pricing more competitive
>> Improves overall efficiency
This is the shift from isolated systems to shared infrastructure.
And @fermah_xyz is building exactly this.
Turning proof generation into a coordinated market,
instead of a fragmented process.
And if ZK is going to scale,
this is the layer that makes it possible.
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when we built the proof market, we hit a wall immediately.
we needed infrastructure that could run multi-step conditional logic trustlessly onchain. persistent. composable. no human trigger.
it didn't exist.
every solution was the same workaround - centralized server, cron job, human at a dashboard at 3am. 🧵
x.com/vanishree_rao/…
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x.com/vanishree_rao/…
this is something you already know: last week one of our binaries had corruption in a sub-proof.
each proof has ~1,500 sub-proofs. finding the bad one should have been a nightmare.
we found it in minutes.
here's why that matters more than it sounds. 🧵
Vanishree Rao@vanishree_rao
zk proofs were theoretically solved decades before anyone could run them in production. the math existed! but there was a large chasm between the math and practical feasibility. the solution was groundbreaking; below is more on it and why it keeps showing up in everything we're building. 🧵
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zk proofs were theoretically solved decades before anyone could run them in production.
the math existed!
but there was a large chasm between the math and practical feasibility. the solution was groundbreaking; below is more on it and why it keeps showing up in everything we're building. 🧵
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@CryptoFox_07 Yeah fr. Shifting trust from people to predefined rules and data.
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