@GalacticaNet Une proposition prometteuse : paiement privé sur Aztec, accès unifié et facturation à l’usage. J’apprécie aussi la transparence sur les limites actuelles. Hâte de voir cela se concrétiser pour aller au résultat...🧡
🔐 Introducing PrivateInference (PI)
🤔 What:
0 compromise private inference - wholesale or retail - one API key, one funded session, access to a universe of open and closed-weightg models from the leading labs, including OpenAI and Anthropic. No supplier accounts, no subscriptions. ✅
💭 Why:
1. Prompts have become highly sensitive data: unlike search queries, they can reveal reasoning, contracts, medical records, unreleased code, negotiations, and other confidential context. This information remains exposed on third-party servers during processing.
2. “Private inference” gets thrown around loosely: people normally think TEE - open weight models where execution is encrypted on the hardware level. Indeed, TEE can protect memory but a gateway still reads your prompt. Zero-retention policies constrain future use, not present visibility. Privacy is a chain — identity, payment, routing, and execution each need their own boundary, and a transaction is only as private as its weakest link.
⚙️ How:
🌐 Private settlement for tokens on Aztec mainnet (sender, recipient, amount never go onchain)
💳 One session funds many calls across models and inference providers
🔀 Provider routing with per-request zero data retention where supported
📅 When:
🟢 Live soon on the @aztecnetwork mainnet - settlement + session billing.
Next up: 🪪 conditional zkKYC (prove eligibility, not identity), blind routing, and an attested TEE execution tier with no fallback to a standard route if privacy can't be guaranteed.
Full article: https://t.co/YJn6X5OPTM
@P_Inference Une approche intéressante que je ne suis pas certain de bien comprendre : curieux de voir comment Private Inference évoluera avec Aztec...🧡
@GalacticaNet
@GalacticaNet La confidentialité des transactions est essentielle pour permettre aux agents autonomes de se développer en toute sécurité. 🔐
@GalacticaNet x @aztecnetwork
🤖Your agent's transaction history is your business strategy, published in real time. Your commerce patterns for the entire internet to see. Portfolio allocations readily available for others to copy and exploit... etc. etc. You got the point.
🔐Every API it pays for, every price it accepts, every counterparty, goods or service it chooses is visible to anyone watching the chain. For autonomous agents doing real work, transparency is more of a bug rather than a feature, so...
⏳In two weeks: Private x402. Settlement nobody else can see. Compliance intact.
@GalacticaNet x @aztecnetwork
Social media bans create the same problem everywhere:
Kids route around them
Adults get forced through ID gates
Privacy becomes collateral damage
The future can’t be population-wide identity checks.
It has to be selective disclosure.
The world is waking up to the need for private, verifiable identity networks.
Not more databases.
Not more surveillance.
Proofs, credentials, and user-controlled data.
The future of finance cannot be:
regulated = surveillance
private = suspicious
The next era needs privacy-preserving compliance, where users prove what matters without exposing everything else.
Age verification is just the first door.
Behind it is the real debate:
Will internet identity be built on databases, escrow, and access requests…
Or on user-controlled credentials and selective disclosure?
Prove the fact.
Don’t expose the person.
This!
Privacy only matters if users keep control over what is revealed, who it is revealed to, and why.
That’s why selective disclosure matters.
Not privacy as a service.
Privacy as infrastructure.