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Signals

What's moving in privacy, ZK and agents

Not a news feed. A curated read on the developments that change the agentic economy — each one framed by what happened, why it matters, and where the opportunity is.

Field note2026

The agentic economy is arriving faster than its trust layer

What happenedAutonomous agents are moving from demos to production: booking, negotiating, transacting and calling tools on behalf of users and organizations.
Why it mattersMost agent stacks ship capability before accountability. “Trust my logs” is not a verification model an external system can rely on.
OpportunityA verifiable authority layer — who approved an agent, what it may do, whether that authority is still active — becomes foundational infrastructure.
For 11th.networkExactly the gap Agentic Multipass is built to close.
Thesis2026

Privacy is becoming an adoption requirement, not a feature

What happenedAs more economic activity becomes machine-mediated, the cost of exposing intent, identity and strategy to every counterparty rises sharply.
Why it mattersWithout selective disclosure, every interaction leaks. Surveillance becomes the default state of an automated economy.
OpportunityPrivacy-preserving rails let humans and agents coordinate, comply and transact while exposing only what's necessary.
For 11th.networkThe reason 11th.network exists as a lab rather than a single product.
Ecosystem2026

ZK tooling is maturing from research into developer products

What happenedZero-knowledge stacks are getting real compilers, SDKs and runtimes — Midnight's Compact among them — lowering the barrier to verifiable applications.
Why it mattersBuilders no longer need to be cryptographers to ship privacy-preserving features.
OpportunityMore verifiable apps, more selective-disclosure UX, more reasons for non-experts to adopt privacy by default.
For 11th.networkOur Learn hub and tools aim to shorten that learning curve.
Signals are curated, not automated — quality over volume. New entries cover Midnight, ZK proofs, AI agents, privacy, regulation, digital identity and open-source tooling as they break.
Read the thesis

Every signal connects back to one bet.

That privacy is the infrastructure the agentic economy will run on. Here's the full argument.

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