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🔐 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: teapawt.net/GalacticaNet/status/21…
Galactica.com retweeted
PersistentAI is becoming a network operator on UR (@urnetwork).
What we’re cooking:
Joint privacy research - looking into zkAPI & private, open-model routing.
Persistent’s Private Inference (@P_Inference) hooking into UR.io to make it’s traffic anonymous via UR’s proxy network.
Eventual Private Inference subscription layer available to all @urnetwork users.
Say it with us: Private is Better
Galactica.com retweeted
UR (@urnetwork) is teaming up with @Persistent_AI on joint privacy research, here’s where where Private Inference fits in:
We’ll become a UR network operator, anonymising our traffic through UR's proxy network. Why? This lets us close the final privacy gap in our stack:
We cover payment privacy.
We cover prompt encryption & safeguarding.
No one covered network anonymity - until UR.io showed up.
Soon UR.io users will have the option of a PrivateInference-bundled subscription service too.
Say it with us: Private is Better
Galactica.com retweeted
UR is partnering with @Persistent_AI. Through its product @P_Inference, Persistent AI is joining UR as our newest Network Operator.
Every AI request exposes three things about the person sending it:
1. Their identity
2. What they asked
3. Where they are connecting from
Private Inference has been building private AI that solves the first two. It gives people access to leading models such as GPT and Claude without storing their chats, and lets them pay privately.
UR solves the third. As a Network Operator, Persistent AI will route Private Inference's traffic over UR, where it is encrypted and sent out through connections shared by people globally, keeping users' IP addresses private.
Network Operators are where demand for SN25 alpha comes from. They pay for the traffic they use in alpha, so every new operator brings new demand to the subnet.
Both teams are passionate about AI and privacy, and the network is the first thing we are working on together.
Keep the internet private
Galactica.com retweeted
🔓 Private Inference is now in Open Beta
No more whitelists - login now at privateinference.gg
🧠 Frontier and open models side by side, in one chat and one OpenAI-compatible API. Fund a session once from your wallet. Each request is held at its maximum cost, and you pay only for what you actually use.
💸 Pay your way:
· USDC on Base
· cUSDC on Aztec, privately
· ZEC from any wallet
No model accounts, no cards, no monthly plans.
🔐 You decide how private each request is:
· Zero data retention, the default
· Standard routes, usually cheaper
· Private execution (beta): your browser encrypts the prompt to a model in an attested TEE and checks the attestation itself
🤝 Bring your friends. Your referral code sits at the top of every page, and friends you bring in earn you balance credit.
🚀 We ship every week: privateinference.gg/changelo…
🔐 For years, Galactica has been building privacy infrastructure, with a particular focus on private identity: enabling users to prove required facts without revealing the underlying personal data.
🤖 The rise of autonomous AI agents has made this work even more relevant. As agents begin to access services, select models, make payments and complete transactions on behalf of people and organizations, they need privacy-preserving ways to demonstrate authorization, eligibility and payment.
🤝 Together with our partners at @aztecnetwork , we identified delegated KYC for AI agents as a particularly important application of our zkKYC primitives. A user should be able to grant an agent a limited, verifiable credential; the agent should be able to prove eligibility without exposing the underlying identity documents; and the resulting payment should not create a public trail that makes the user's activity easy to reconstruct.
🧮 But identity is only one part of the problem. The emergence of AI has created an entirely new range of applications for modern cryptography, particularly around inference the process at the core of every AI system and, increasingly, everyday digital services. Our work has therefore expanded from private identity to private settlement and private inference.
🎯 This leads to our broader mission: bringing privacy to the entire AI inference value chain.
🧠 Private identity protects the party behind a request and allows users or agents to prove only the facts required for access. Private settlement prevents payment activity from becoming a public record of user behavior. Private inference protects prompts, context and outputs during computation.
🙈 These layers cannot be treated as separate privacy problems. A hidden prompt is not truly private if identity, payment history, model selection or usage patterns can still reveal the user's intent. Our goal is to connect identity, settlement and inference into a single system in which every stage discloses only the minimum information necessary.
🚀 This is what we are excited to build with Aztec and other partners. As AI becomes an execution layer for everyday life, privacy must become a native property of its infrastructure not an optional feature added afterward.
🌐 By combining zero-knowledge identity, private settlement and confidential inference, we have an opportunity to build an AI economy in which both people and autonomous agents can prove, pay and compute without surrendering unnecessary information.
Our new website: galactica.com
Galactica.com retweeted
privateinference.gg is now live for private whitelisted beta phase 1.
What it is, why it exists, and how the whitelist works.
A thread 🧵
🚨 Alpha Friday is today!
3PM UTC, in Discord. Special guest @Zac_Aztec, CEO & Co-founder of @aztecnetwork - talking private settlement, agent payments, and what's next for privacy.
Don't miss it 👇
discord.com/channels/1051876…
🤖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
Private x402 is coming to Aztec.
@GalacticaNet is bringing agentic payments to Aztec with private-to-private settlement: no exposed sender, no exposed recipient, no exposed amount.
Stay tuned for additional information.
Galactica.com retweeted
Private x402 is coming to Aztec.
@GalacticaNet is bringing agentic payments to Aztec with private-to-private settlement: no exposed sender, no exposed recipient, no exposed amount.
Stay tuned for additional information.
Galactica.com retweeted
New video from @zac_aztec just dropped:
Take 90 seconds to watch clearest explanation yet of what makes Aztec different: not just composable smart contracts, but composable and private ones. All live on Alpha V5 today.
👀
Aztec Alpha V5 is live.
The fastest private transactions we've ever shipped, now on mainnet. Read more on aztec.network/alpha-v5.
Apps roll out over the coming week, starting with @nyxmoney.
Nyx is invite-only, but for the next 24 hours it's open to everyone. Code below 👇
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.
🔴Social media ban is FAILING in Australia
According to new research by leading medical journal, The BMJ:
🔹Over 85% of under-16s are still on social media sites despite a ban
🔹66% of children using social media have been exposed to ID checks including intrusive methods like uploading selfies
The evidence is on the table - a social media ban will fail to keep children safer online. Instead it would force Orwellian ID gateways to the internet, population-wide surveillance and a chokehold on everyone’s internet access.
Read⤵️
news.sky.com/story/worrying-…





















