thanks for the feedback.

More on this topic here!

spark.litprotocol.com/decentralize...

Finally, data is the agent's window to the world. Lit Protocol enables encrypted data storage where private info is stored on public infrastructure. This lets agents:

Keep sovereignty over their state
Work across public/private systems
Handle sensitive data securely

This is where signing policies come in. Think of them as programmable rules for how keys can be used. They can:

Set spending limits
Enforce time locks
Block unauthorized transactions
Require human approval for big moves

Open source example and demo video here: github.com/LIT-Protocol...

Cryptographic keys are like an agent's passport to decentralized systems. They enable secure communication and interaction with digital assets. But key security is crucial - whoever controls the keys controls the funds.

Privacy-preserving LLM tech is evolving with:

Trusted Execution Environments (TEEs)
Zero-Knowledge Machine Learning
Fully Homomorphic Encryption
Multi-Party Computation

LLMs need tools like to handle secrets (API keys, crypto keys) for identity and authentication for chains.

The autonomous agent stack has 4 key components:

LLMs - the "brain"
Cryptographic keys - the "accounts"
Signing policies - the "guardrails"
Data - the "view of the world"