How should we think about LLM economics?
Our CEO and founder @anishmohammed shares a perspective comparing digital intelligence capital and inference as a real option.
Read the post here:
linkedin.com/feed/update/ur…
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Prufold Labs
13 posts
Prufold Labs
@prufold
Trust Layer for the Autonomous Economy
San Francisco, CA Katılım Kasım 2025
38 Takip Edilen30 Takipçiler
Prufold founder, @anishmohammed shares how agentic systems are becoming infrastructure.
But, infrastructure without cryptographic guarantees is a liability.
Here he analyzes OpenClaw’s security gaps and show how to close them with verifiable compute.
prufoldlabs.ai/blog/security-…
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Excited to share that Prufold has been accepted into the NVIDIA Inception Program!
We're building verifiable compute infrastructure for autonomous AI starting with hardware-backed security for OpenClaw agents. (ClawCheck launching soon)
#NVIDIAInception @anishmohammed
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Launching ClawCheck: verifiable compute for OpenClaw agents
• Cross-channel data leaks → cryptographically impossible
• Model substitution → hardware-attested
• PII exposure → auto-detected & redacted
• Policy violations → architecturally blocked
app.prufoldlabs.ai
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Watching @openclaw explode over the past week made something obvious: Autonomous agents are deploying TODAY. The security layer that makes them safe to run is still missing. @joelwp @anishmohammed prufoldlabs.ai/blog/clawcheck…
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New Blog Post: You can't run a factory without knowing what you manufactured. AI inference is now a token factory. Compute must be verifiable. @joelwp @anishmohammed
prufoldlabs.ai/blog/nvidia-in…
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If AI assistants become the interface to reality (they will), openness at the model layer isn’t enough.
What matters is how those models are run, constrained, and proven.
Wes Roth@WesRoth
Yann LeCun warns that in the near future, all our digital interactions will be filtered through AI assistants. That means our entire "information diet" what we read, see, and hear, could be controlled by just a few powerful tech companies. He compares this to the media: just like we need diverse press, we need diverse AI systems. If we don’t build open platforms, a few companies could control global information flow. This is his biggest fear. Not AI going rogue, but AI being monopolized.
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Prufold was in Argentina recently supporting @OnChainCity. We demo’d how entire data workflows can be made provably secure & private.
The future of autonomous systems is verifiable by design.
@0xKimberly @anishmohammed @joelwp
youtube.com/watch?v=NoHl0y…
YouTube
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The future of AI won’t be closed by default. Open models are already cheaper, fast, and nearly as capable. The only missing piece is the infrastructure that lets enterprises trust them. We are building that.
prufoldlabs.ai/blog/25b-oppor…
@anishmohammed @joelwp
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Great to be in Buenos Aires this week. Yesterday we were at @zama CoFHE talking about privacy and governments with @OnchainCity
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Prufold is in Argentina this week for Devconnect. If you’re around and working on anything AI, crypto, or autonomy-related, let’s meet. Always up for sharp minds & real conversations.
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Yesterday, the Future Arrived: The First Mostly-Autonomous AI Cyberattack prufoldlabs.ai/blog/ai-cybera…
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AI-orchestrated cyberattacks are no longer theoretical.
This is why verifiable behavior matters.
In an agentic world, trust must be replaced with proof.
Min Choi@minchoi
This story is wild Chinese state-backed hackers hijacked Claude Code to run one of the first AI-orchestrated cyber-espionage Using autonomous agents to infiltrate ~30 global companies, banks, manufacturers and government networks🤯 How the attack was carried out in 5 phases
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