✍️ How to use AI without getting your data exposed
Notes from DeNet Team
Today, AI is a core driver of how companies move faster and build more efficiently. But when you’re developing security-critical infrastructure, speed can’t come at the expense of safety. These are the principles we follow when working with AI tools and agents, and the ones we share with you:
1. Be cautious with commercial AI tools
Claims like “we don’t train on your data” are policies, not guarantees. Avoid sharing sensitive code or internal information with third-party AI services.
2. Prefer local AI with open-source models
Running AI locally gives you full control over your data and reduces dependence on external providers.
3. Isolate AI agents by default
Use containers or sandboxed environments. Agents should only access the resources required for their task.
4. Never share critical secrets
There is always a non-zero risk of leakage. Passwords, seed phrases, private keys, and personal identifiers must never be exposed to any AI system - including local ones.
5. Treat any exposed key as compromised
If an AI agent gains access to sensitive data, assume it is compromised and rotate it immediately.
6. Limit permissions and enforce review
Avoid granting broad access. Restrict permissions to the minimum required and keep humans in the loop for review and control.
7. Back up everything
AI agents can execute large-scale changes quickly. Maintain independent backups with multiple restore points, and never rely on chat history as storage.
We’ve already started backing up our data with DeNet Datakeeper network. Looking ahead, we see decentralized storage becoming a critical layer for securing AI-generated data - including agent memory, prompts, outputs, and backups.
This is a challenge we are solving internally today, and one we aim to solve for the broader ecosystem tomorrow.
A new chapter for the DeNet ecosystem begins
We’re onboarding the first wave of Distributors to expand decentralized storage into new global markets.
Learn more about the role 👇
🔐 Is your AI agent's data actually safe?
AI agents have already evolved into real business tools, running workflows and generating revenue. Yet, clear standards for protecting agent data, prompts, and outputs are still missing.
These risks are already visible across the industry:
- Providers can revoke access or change terms at any time
- Failures can lead to data loss or deletion
- Accounts, workspaces, or histories can become unavailable unexpectedly
- Agents themselves can overwrite or corrupt the data they manage
What’s needed is a standard: mandatory, regular backups stored in a reliable system built for these needs.
DeNet has long been building decentralized storage - secure, sovereign, and resilient by design. Today, this is becoming critical not just for individuals and businesses, but for AI systems as well.
In the meantime, we want to hear from you: how do you currently secure your AI agent’s data? Your experience will help shape what comes next.
One Month of Storage Beta – Key Results 💪
We’ve successfully completed the first month of testing Storage with our users, and we have good news to share.
First, Beta Testers - you've received an extra 100 points for the first month of testing 🎉 Check the app now: https://t.co/HorGsS7Sj6
Second, the Beta is going well:
🔸 12+ TB of data uploaded
🔸 35 Beta tasks completed
🔸 10,000+ feedback submissions collected
🔸 90% of participants named data security as the key advantage
The protocol is stable, core components perform reliably, and issues are resolved quickly. We remain on track for a public launch in July, when DeNet protocol v4 moves into full-scale production.
The work continues — and with the community behind us, secure and sovereign data storage for millions of users is getting closer every day 🚀
🗣 What Beta Testers Say About DeNet Storage
"I tested upload, download, delete, restore and file management carefully. The interface is clean and easy to use, navigation is smooth, and speeds are stable. I didn't find any major bugs. The project has strong potential and provides a simple and reliable decentralized storage experience."
— 0xbd…e913
Every feature has been tested in real-world conditions by our closed beta community.
🔗 Secure your storage before launch on the most favorable terms: https://t.co/BYzvqsvRAX
Early access to DeNet Storage is now open!
The wait is over.
For a limited time, storage plans are available with 25% reduced pricing before public launch of DeNet Storage on Protocol v4.
Own your storage.
Control your data.
Leave subscriptions behind.
Public storage launch comes later in July. Early access starts today.
🔗 Get Storage: https://t.co/dxvMzyneO0
DeNet Storage Beta: Active Phase Complete ✅
The active phase of the Storage Beta has officially concluded.
🔸 25+ TB of data uploaded
🔸 42 Beta tasks completed
🔸 12,000+ feedback submissions collected
Additional tasks may still appear in the app as we validate specific features before launch, so keep notifications on and stay tuned 🔔
Right now, team is reviewing feedback, fixing bugs, and implementing new features ahead of the public launch of mobile storage in July.
Thanks to the Beta Testers, we've identified a number of important improvements - and we'll soon share some of the changes coming before launch.
The goal remains simple: enable millions of users to securely back up every photo, video, and file on their phones using decentralized storage. And you can now secure best storage pricing until the public launch.
🔗 Get Storage: https://t.co/v9QbBVw9HT
All Distributor Course lessons are now live in DeNet Academy - including the final one: Data Security and Digital Sovereignty.
Our first students are now just one step away from entering the Distributor role.
What’s next: The exam and application process is launching soon. In the meantime, we recommend reviewing all course materials and completing your practical assignments.
Successful candidates will unlock a role within the growing decentralized storage ecosystem, with the potential to build a stable income stream.
This opportunity is currently exclusive to Watcher Nodes Stage 50. Not one yet? Make it your next milestone.
🔗 Go to the lesson: https://t.co/HNOHCqY62z
GM #KASPA Fam,
The year is 2030. $KAS is sitting comfortably at $10.
Someone stumbles across your old tweet from back when it was just pennies, noticing it was up 8% on a day the entire market was bleeding red.
Chills.
True wealth isn’t loud, and it sure isn’t visible to everyone.
That’s exactly why the majority stays poor they only buy the top when the FOMO is too loud to ignore, while the quiet accumulators build in the dark.
If you saw the vision early, your life is completely different now.
Retweet if you’re holding $KAS into the future. 𐤟 💎✨
Mind-blowning : a fresh Toccata mainnet node on #Kaspa just synced to tip in 42 minutes flat.
Toccata = $KAS 's massive hard fork upgrade that just dropped L1 programmability (covenants + ZK verification support + enhanced sequencing) while keeping the insane high-block-rate PoW BlockDAG engine that makes Kaspa legendary.
Check the terminal logs:
• ~20 TPS
• Eating 8–16 blocks at a time
• 1,292 transactions processed in 10 seconds , it's black magic compared to the slow-moving chains we’re used to.
Kaspa haters still think $KAS is only a “fast coin.”
They’re missing the bigger shift.
Toccata brings Kaspa closer to native assets, KRC-20, covenants, SilverScript and ZK features.
That means programmable Proof-of-Work without turning into another EVM copy-paste chain.
This is why I’m watching Kaspa closely.
Watchers, look how far we've come.
🌍 Almost 3 million Watchers
🌍 194 countries
🌍 Over 800,000 scans every day
As DeNet Protocol prepares for its public launch in July, every scan matters more than ever. Watchers help strengthen the trust, security, and reliability of the network that powers decentralized storage and future ecosystem services.
Your $WN earnings reflect your contribution to the network and will help determine your participation in the upcoming DeNet token airdrop.
To qualify:
• Watcher Node — Stage 10
• Basic Web 3.0 Course completed
And this is just the beginning.
As the ecosystem grows, new opportunities continue to emerge across DeNet - from Product Expert and Distributor to Datakeeper and beyond.
🔗 Open the app, complete a scan, and be part of the next chapter of DeNet: https://t.co/b628RknvE0
Kaspa is one of the few projects that makes crypto influencers uncomfortable.
Why?
Because it doesn’t need their fake threads, paid shills, or recycled “next 100x” narratives.
It has tech.
It has community.
It has time.
And that’s more dangerous than hype.
( kaspa:native )