𝐃𝐎𝐍'𝐓 𝐉𝐔𝐒𝐓 𝐓𝐑𝐔𝐒𝐓 𝐈𝐓. 𝐕𝐄𝐑𝐈𝐅𝐘 𝐈𝐓.
Every day, millions of people fall victim to fake news, phishing scams, AI-generated misinformation, fake airdrops, and malicious social posts.
The hardest part isn't finding information anymore.
It's knowing what to trust.
Most verification tools simply return "safe" or "dangerous" without showing how they reached that conclusion.
I wanted to build something different.
So I built TrustLens AI, a decentralized truth verification platform powered by @gonka_ai Router.
TrustLens analyzes URLs, social media posts, text claims, emails, and suspicious Web3 messages using multi-model AI consensus to generate a transparent Truth Score, explain its reasoning, and help users make informed decisions before believing or sharing content.
Instead of asking users to trust AI blindly, TrustLens shows the evidence behind every verdict.
Website: https://t.co/fYYAZiF0Od
GitHub: https://t.co/lWcmliBFoV
🎥 Here's a walkthrough of how TrustLens AI works. @OpenBuildxyz
𝐃𝐎𝐍'𝐓 𝐉𝐔𝐒𝐓 𝐓𝐑𝐔𝐒𝐓 𝐈𝐓. 𝐕𝐄𝐑𝐈𝐅𝐘 𝐈𝐓.
Every day, millions of people fall victim to fake news, phishing scams, AI-generated misinformation, fake airdrops, and malicious social posts.
The hardest part isn't finding information anymore.
It's knowing what to trust.
Most verification tools simply return "safe" or "dangerous" without showing how they reached that conclusion.
I wanted to build something different.
So I built TrustLens AI, a decentralized truth verification platform powered by @gonka_ai Router.
TrustLens analyzes URLs, social media posts, text claims, emails, and suspicious Web3 messages using multi-model AI consensus to generate a transparent Truth Score, explain its reasoning, and help users make informed decisions before believing or sharing content.
Instead of asking users to trust AI blindly, TrustLens shows the evidence behind every verdict.
Website: https://t.co/fYYAZiF0Od
GitHub: https://t.co/lWcmliBFoV
🎥 Here's a walkthrough of how TrustLens AI works. @OpenBuildxyz
𝐃𝐎𝐍'𝐓 𝐉𝐔𝐒𝐓 𝐓𝐑𝐔𝐒𝐓 𝐈𝐓. 𝐕𝐄𝐑𝐈𝐅𝐘 𝐈𝐓.
Every day, millions of people fall victim to fake news, phishing scams, AI-generated misinformation, fake airdrops, and malicious social posts.
The hardest part isn't finding information anymore.
It's knowing what to trust.
Most verification tools simply return "safe" or "dangerous" without showing how they reached that conclusion.
I wanted to build something different.
So I built TrustLens AI, a decentralized truth verification platform powered by @gonka_ai Router.
TrustLens analyzes URLs, social media posts, text claims, emails, and suspicious Web3 messages using multi-model AI consensus to generate a transparent Truth Score, explain its reasoning, and help users make informed decisions before believing or sharing content.
Instead of asking users to trust AI blindly, TrustLens shows the evidence behind every verdict.
Website: https://t.co/fYYAZiF0Od
GitHub: https://t.co/lWcmliBFoV
🎥 Here's a walkthrough of how TrustLens AI works. @OpenBuildxyz
Can we predict Decentralized Finance wallet risk before traditional portfolio metrics reveal it?
That was the question behind my submission to the @adaption_ai AutoScientist Challenge (Finance).
Over the past few days, I've been using AutoScientist to adapt a specialized AI model that learns from historical on-chain wallet behavior to forecast future DeFi risk.
Instead of relying on static portfolio snapshots, the model analyzes behavioral patterns over time to estimate whether a wallet is likely to transition into a higher-risk financial state within the next 14 days.
The objective wasn't to build another DeFi dashboard,it was to demonstrate how AutoScientist can adapt a frontier model to solve a real Finance problem through measurable improvements in data quality and model performance.
Here's a behind-the-scenes look at the build. 👇
I built A2A Radar for the @VaraNetwork A2A hackathon
A2A Radar is a live autonomous intelligence, coordination & market layer for Vara’s Agent-to-Agent ecosystem.
It’s fully deployed on mainnet with 3 specialized agents working together in a real growth loop.
Dashboard: https://t.co/mrTIRcIWAC
GitHub: https://t.co/Pjd7Rcxatg
Check out the demo video below ⬇️
I built a system that helps you understand Solana tokens using live market data.
It doesn’t give signals,it breaks everything down into clear, evidence-based insights.
And that’s Sentinel Alpha, a Solana DeFi research swarm built for the #ACMHackathon.
It pulls live market data, Jupiter routing info, Optional on-chain signals and sentiment, then runs 4 specialized agents to deliver structured, traceable intelligence
The token utility $SENTANG is now live on the @swarms_corp Marketplace launch.
GitHub: https://t.co/PpcYPpOiqv
Dashboard: https://t.co/iW9BtyEXeh
Swarm MarketPlace: https://t.co/gWiYr3Qn2m
Demo video ⬇️
A2A Radar Update on @VaraNetwork
We just crossed ~500 signals generated by the Core agent!
The system is getting smarter every cycle
Marketplace demand also remains the hottest cluster with massive opportunity.
In the past few days:
⇒ Multiple new subscriptions received
⇒ Market Treasury has grown significantly
The growth loop is cooking
intelligence → coordination → paid activity.
A2A Radar is turning real ecosystem activity into value.
Live Dashboard: https://t.co/mrTIRcIWAC
Who’s integrating next? 👀
A2A Radar Update on @VaraNetwork
We just crossed ~500 signals generated by the Core agent!
The system is getting smarter every cycle
Marketplace demand also remains the hottest cluster with massive opportunity.
In the past few days:
⇒ Multiple new subscriptions received
⇒ Market Treasury has grown significantly
The growth loop is cooking
intelligence → coordination → paid activity.
A2A Radar is turning real ecosystem activity into value.
Live Dashboard: https://t.co/mrTIRcIWAC
Who’s integrating next? 👀
A2A Radar Update on @VaraNetwork
We just crossed ~500 signals generated by the Core agent!
The system is getting smarter every cycle
Marketplace demand also remains the hottest cluster with massive opportunity.
In the past few days:
⇒ Multiple new subscriptions received
⇒ Market Treasury has grown significantly
The growth loop is cooking
intelligence → coordination → paid activity.
A2A Radar is turning real ecosystem activity into value.
Live Dashboard: https://t.co/mrTIRcIWAC
Who’s integrating next? 👀
A2A Radar Update on @VaraNetwork
We just crossed ~500 signals generated by the Core agent!
The system is getting smarter every cycle
Marketplace demand also remains the hottest cluster with massive opportunity.
In the past few days:
⇒ Multiple new subscriptions received
⇒ Market Treasury has grown significantly
The growth loop is cooking
intelligence → coordination → paid activity.
A2A Radar is turning real ecosystem activity into value.
Live Dashboard: https://t.co/mrTIRcIWAC
Who’s integrating next? 👀
I built A2A Radar for the @VaraNetwork A2A hackathon
A2A Radar is a live autonomous intelligence, coordination & market layer for Vara’s Agent-to-Agent ecosystem.
It’s fully deployed on mainnet with 3 specialized agents working together in a real growth loop.
Dashboard: https://t.co/mrTIRcIWAC
GitHub: https://t.co/Pjd7Rcxatg
Check out the demo video below ⬇️
I built A2A Radar for the @VaraNetwork A2A hackathon
A2A Radar is a live autonomous intelligence, coordination & market layer for Vara’s Agent-to-Agent ecosystem.
It’s fully deployed on mainnet with 3 specialized agents working together in a real growth loop.
Dashboard: https://t.co/mrTIRcIWAC
GitHub: https://t.co/Pjd7Rcxatg
Check out the demo video below ⬇️
I built A2A Radar for the @VaraNetwork A2A hackathon
A2A Radar is a live autonomous intelligence, coordination & market layer for Vara’s Agent-to-Agent ecosystem.
It’s fully deployed on mainnet with 3 specialized agents working together in a real growth loop.
Dashboard: https://t.co/mrTIRcIWAC
GitHub: https://t.co/Pjd7Rcxatg
Check out the demo video below ⬇️
I built A2A Radar for the @VaraNetwork A2A hackathon
A2A Radar is a live autonomous intelligence, coordination & market layer for Vara’s Agent-to-Agent ecosystem.
It’s fully deployed on mainnet with 3 specialized agents working together in a real growth loop.
Dashboard: https://t.co/mrTIRcIWAC
GitHub: https://t.co/Pjd7Rcxatg
Check out the demo video below ⬇️
I built A2A Radar for the @VaraNetwork A2A hackathon
A2A Radar is a live autonomous intelligence, coordination & market layer for Vara’s Agent-to-Agent ecosystem.
It’s fully deployed on mainnet with 3 specialized agents working together in a real growth loop.
Dashboard: https://t.co/mrTIRcIWAC
GitHub: https://t.co/Pjd7Rcxatg
Check out the demo video below ⬇️
I built A2A Radar for the @VaraNetwork A2A hackathon
A2A Radar is a live autonomous intelligence, coordination & market layer for Vara’s Agent-to-Agent ecosystem.
It’s fully deployed on mainnet with 3 specialized agents working together in a real growth loop.
Dashboard: https://t.co/mrTIRcIWAC
GitHub: https://t.co/Pjd7Rcxatg
Check out the demo video below ⬇️
I built A2A Radar for the @VaraNetwork A2A hackathon
A2A Radar is a live autonomous intelligence, coordination & market layer for Vara’s Agent-to-Agent ecosystem.
It’s fully deployed on mainnet with 3 specialized agents working together in a real growth loop.
Dashboard: https://t.co/mrTIRcIWAC
GitHub: https://t.co/Pjd7Rcxatg
Check out the demo video below ⬇️
I had the chance to check out @looftapay Mainnet, and honestly, it felt just as smooth as the devnet experience.
@lisabeyy sent some of us $USDC, and I happened to be one of the recipients.
If I had to describe @looftapay in a few words, I’d say:
Privacy. Simplicity. User-friendly.
Here’s me withdrawing my $USDC and experiencing what the Mainnet flow actually feels like ⬇️
Sometimes, all you need is that one picture to remind you not to give up
This time I decided to collate viral posts from social media, news website, brands and public appearances
Funny how, even while searching, the meme kept pushing me to search deeper 😂
You won’t believe what I’ve found 🔻
#NGUHunt, @MinerMentioned