Can Nillion, Covenants, and DUSK make blind computation the default for encrypted AI and DeFi order flow while keeping data securely stored end-to-end?
A trader friend still keeps his bot off-chain to dodge mempool leaks. It revealed a quiet truth: public chains make us reveal data just to execute. What would it take for encrypted computation to be the default? That pulled me to Nillion, a permissionless network for secure data storage and computation across chains and AI.
Nillion proposes blind computation: nodes compute while data stays encrypted, with storage anchoring state between runs. Covenants its core product act like programmable usage rules, defining who can do what on shared secrets and when, without revealing them.
DUSK, the first release, puts this into practice for AI agents and DeFi order flow: model features, prompts, and strategy parameters are processed without leaving the vault, yet remain verifiable to counterparties. Encrypted computation shifts execution from mempools to policy-driven coordination.
Constraints sit underneath: latency and cost of distributed compute, liveness under churn, verifiability to L1s, and auditability of Covenants.
If @Nillion makes privacy the default primitive, do markets and agents gain signal without leakage or just move the trust boundary elsewhere? #NIL $NIL
#nil $NIL @Nillion
A trader friend still keeps his bot off-chain to dodge mempool leaks. It revealed a quiet truth: public chains make us reveal data just to execute. What would it take for encrypted computation to be the default? That pulled me to Nillion, a permissionless network for secure data storage and computation across chains and AI.
Nillion proposes blind computation: nodes compute while data stays encrypted, with storage anchoring state between runs. Covenants its core product act like programmable usage rules, defining who can do what on shared secrets and when, without revealing them.
DUSK, the first release, puts this into practice for AI agents and DeFi order flow: model features, prompts, and strategy parameters are processed without leaving the vault, yet remain verifiable to counterparties. Encrypted computation shifts execution from mempools to policy-driven coordination.
Constraints sit underneath: latency and cost of distributed compute, liveness under churn, verifiability to L1s, and auditability of Covenants.
If @Nillion makes privacy the default primitive, do markets and agents gain signal without leakage or just move the trust boundary elsewhere? #NIL $NIL
#nil $NIL @Nillion