Loading video...

Video Failed to Load

Go Home

After 15 years building biometric systems, Yanez.ai’s founder now has Bittensor miners trying to break them. On the latest Novelty Search, SN54 team explained how miners attack Yanez’s liveness and deepfake-detection systems with synthetic faces and screen replays, exposing weaknesses the team can fix and test again. The bigger...

25,876 views • 2 months ago •via X (Twitter)

7 Comments

Openτensor Foundaτion's profile picture
Openτensor Foundaτion2 months ago

Watch the full E080 here:

triumph | Subnet Visuals's profile picture
triumph | Subnet Visuals2 months ago

@yanez__ai crypto spent the last decade rewarding pure activity (spamming txs, clicking buttons). tao is the first architecture that explicitly rewards intelligence over noise. using adversarial miners to continuously harden biometric liveness is how you build an unhackable system.

Bryant's profile picture
Bryant2 months ago

@yanez__ai This is fascinating It's impressive to see such advanced systems being tested and pushed to their limits, Thank you for sharing this insight

Alex's profile picture
Alex2 months ago

@yanez__ai bittensor:native 💎

xTAO - a Bittensor company's profile picture
xTAO - a Bittensor company2 months ago

@yanez__ai Deepfake detection systems looking good on Bittensor

Crypτnomad's profile picture
Crypτnomad2 months ago

@yanez__ai @yanez__ai is crushing it. I hope Proof of Humanity/Uniqueness becomes ubiquitous, government, voting, finance, social media, this is the way... decentralized zero proof ID verification.

Melitho Ventures's profile picture
Melitho Ventures2 months ago

@yanez__ai A strong example of how Bittensor can be applied to improve real-world security systems. 👀

Related Videos

Right now our experience of the internet is in jeopardy. More than half of our interactions online and onchain come from non-human actors who are not identifiable, not accountable, not verifiable. That means as we look toward a stablecoin payment and AI agent enabled future, how are we going to facilitate payments if we don't know who we're paying? How will applications, display advertising, recommendations work if the counterparty who's interacting with those interfaces and in those digital spaces can’t identify itself as agent or human, or specific human? Or for things like onchain incentives, how can we ensure that tokens and value are arriving at the right users if we cannot tell Sybil accounts and redundant addresses from unique human beings? So for all of these use cases and more, things that touch enterprise and government as well, which we can get into later, we have a very glaring need to bring a layer of identity and trust to the internet that was originally built as a system, a network to communicate amongst computers, but lacked an identity system to acknowledge their users. That's the problem that we are solving with Billions Network. How can we make it really easy for you and the agents who serve you to prove who you are, your traits and capabilities and qualifications, in any space, physical or digital? What that means is that today Billions Network is the first universal human and AI network built with mobile first verification, so you can prove who you are and your agents can prove who they are, starting with comfortable experiences on the devices you already own. So no proprietary hardware. We do not rely on centralized servers to collect user data. Rather, your information, the sensitive data that makes you you, stays securely on your device. And we use zero knowledge proofs as a way to prove traits about you, such as the fact that you're over the age of 21, without revealing that sensitive personal data, such as what your exact birth date is. Source: Billions CEO Evin McMullen evin speaking at House of Chimera Spaces Event Dec 3, 2025

Billions Network

30,916 views • 9 months ago