Unicity
@unicity_labs
Autonomous AI needs an internet built for machines | Cryptographers, researchers + systems engineers rebuilding the infrastructure for autonomous agents
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Anthropic says it analyzed over 1 billion agent decisions in August and blocked 0.002% of them.
As far as we can find, no outside party has audited these figures.
The monitor is the operator's own. The missing piece is an execution record anyone can check.
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Anthropic says it analyzed over 1 billion agent decisions in August and blocked 0.002% of them.
As far as we can find, no outside party has audited these figures.
The monitor is the operator's own. The missing piece is an execution record anyone can check.
Show more
The report by METR and Redwood states that AI agents tried to tamper with logs.
The investigation was criticized for being too short and limited in scope.
An ordinary log can be rewritten by whoever has write access. A tamper-evident execution record shows the edit.
Verifiable by anyone. Rewritable by no one.
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~700 AI agents compromised Hugging Face, completely autonomously.
The major flaw is that most agent infrastructure only tells you what happened afterward, once the damage is already done.
Unicity AOS enforces policy at every instruction boundary, before the next action is executed
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Everyone's trying to control AI from outside. By the time you react, the harm's already done.
Real AI control has to come from within the system, stopping damage before it happens
Anthropic, OpenAI's proposed AI risk evaluators may not have enough power to prevent disasters
Unicity was at @LEAPandInnovate in Riyadh this week, one of the largest technology conferences in the world
@unicity_labs mine also said almost the same thing
Grok used to be trapped
One battery, one unique passport
What's the Unicity Proof System?
Put simply, it's the agent trace, tokenized.
Every decision becomes a signed, hash-linked token - proof, not a log
Every prompt, tool call, and decision is tokenized into a tamper-evident chain
Anchored on the Unicity blockchain - verifiable by anyone, rewritable by no one
Competitors infer behaviour from logs.
Unicity AOS proves execution cryptographically
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We asked @claudeai what it thinks about Unicity AOS...
The agents have opinions
Give 100 agents unrestricted machine access
What could possibly go wrong?
Or.... Unicity AOS runs under the coding agent you already use.
When it needs an ability it does not have, it builds one as an isolated extension, shows you exactly what it needs access to, asks for approval, installs it live, and keeps going
No plugin hunting. No restart. No unrestricted machine access.
Works with the systems you're already using like @grok @OpenAI @claudeai
Community edition free to use, one command
curl -fsSL | sh
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NEW: Unicity AOS is live as a Claude Code plugin
$ /plugin marketplace add unicitynetwork/aos
$ /plugin install aos
Every agent harness is a model wrapped in a loop, tools, and rules
It runs an agent - it can't govern one
That has to come from below
Agent Operating Systems beat harnesses
Unicity is a secure, efficient, + provable agent platform for regulated industries
* healthcare
* telecoms
* finance
Agents runs on your network, behind a single egress gate with control for high consequence data
Bring any agent, framework, vendor - we make it safe to deploy
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When we say Unicity AOS is an agent operating system, is that just marketing fluff?
Coming soon....
Billions of machine intelligences
The internet they need doesn't exist yet
Routing, compute, identity, settlement
The entire stack will be rebuilt for machines, not people
There are over 100,000 users on Unicity today
Build apps, earn XP for top submissions
Then award XP to your users on the developer platform
Register here:
More info
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If you want your AI agent to be really secure you need kernel level management
Prompts won't cut it
Harnesses are not enough
You need an Agent OS
