Top Tweets for #tuumio
Privacy infrastructure is evolving. Each approach has its place.
TuumIO takes a different approach: building around user-controlled identity, data and decentralised compute.
Privacy and user ownership, built into the infrastructure.
#TuumIO #PrivacyInfrastructure
Fraud detection shouldn’t come at the cost of data privacy. 🔐
Incode’s TrustGraph uses privacy-preserving, peer-to-peer technology to help organisations share fraud signals without exposing customer data.
Better intelligence. Less data exposure.
#TuumIO #DataPrivacy
AI agents are moving from recommendations to transactions.
American Express is introducing a framework to help ensure AI purchases match what customers authorized.
The question:How do we keep AI agents within the limits users set?
Convenience shouldn’t cost us control.
#TuumIO
TuumIO is building decentralized application infrastructure around user-controlled identity and data sovereignty.
Because the future of AI shouldn't be measured only by what it can do.
It should also consider who controls the data behind it.
#TuumIO #AI #DigitalIdentity
AI agents promise convenience, but will people trust them with access to their digital lives?
Business Insider reports privacy concerns among early users.
The bigger question: what should AI agents be allowed to access?
#TuumIO #AIPrivacy
TuumIO is building decentralized app infrastructure focused on user-controlled identity, privacy, and data sovereignty.
Because the future of AI needs more than intelligence. It needs privacy, security, and user control.
#TuumIO #AgenticAI #DigitalIdentity
🚨 The UK’s ICO is stepping up scrutiny of AI agents and data privacy.
As AI gains autonomy, who controls what it can access?
Trusted identity, clear permissions and privacy by design are essential.
#AI #DataPrivacy #TuumIO
To our community: We're building infrastructure for the AI economy.
🔹 Licensing potential
🔹 AI integrations
🔹 Patent-protected tech
🔹 Ecosystem growth
We're building the rails, not the train.
What AI privacy feature matters most to you?
#TuumIO
The next AI bottleneck may not be intelligence. It may be access to compute.
A new National Compute Grid is being built to pool unused AI capacity and make it accessible through shared infrastructure.
AI is scaling. Compute needs to scale with it.
#AI #Infrastructure #tuumio
What if paying for an AI service didn’t create another permanent record about you?
Ethereum’s zkAPI lets users pay for metered APIs with zero-knowledge proofs, without revealing their identity.
Privacy is becoming infrastructure, not a feature.
#TuumIO #Privacy #ZeroKnowledge
IBM has added self-hosted AI deployment, giving enterprises more control over where code, data, and workflows run.
The signal is clear: control matters.TuumIO takes it further toward an internet where control belongs to users, not just enterprises.
#DataSovereignty #Web3 #TuumIO
TGIF, builders! 🎉
To everyone who chose:
Infrastructure over hype ✓
Patience over pumps ✓
Building over announcing ✓
This week we clarified our position.
Soon the year ends.
Then 2026 begins.
Big year ahead. Enjoy the weekend. 🔐
#TuumIO #FridayVibes
"AI Ownership" is trending it's about controlling data, models, and agents now.
TuumIO has been building this for 7 years: containerized identity where users OWN their intelligence profiles.
Patent-protected. Production-ready. Market validated. 🔐
#AIOwnership #TuumIO
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