Future Giants: Husky AI

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Ever searched for something online, only to get bombarded with ads, outdated links, and SEO spam? Husky AI, built on TON, is trying to change that. Instead of sifting through cluttered search results, it combines Telegram content with web sources to deliver AI-generated answers—without the distractions.

With a privacy-first search model and a Search-to-Earn system, it’s testing a new approach: rewarding users for their data instead of just taking it. It’s an ambitious idea that taps into blockchain and AI, raising big questions about the future of search, digital privacy, and Web3 incentives.

What motivated the development of an AI search engine for Telegram and TON?

We noticed that people were getting lost in Google ads and outdated content, while Telegram—used by a billion people—wasn’t even indexed. At the same time, users had to jump between different AI tools and pay for it separately just to use basic features.

For example, Grok indexes web and X posts, and will likely never support using other AI models. We wanted to build something more flexible and useful: a single platform that combines Telegram (a massive source of real-time, local, and community-driven content) with web data for smarter search. On top of that, Husky AI gives users access to other popular models like Grok, ChatGPT, Claude, and our own unique Husky model—all in one place. This is especially helpful in regions where some popular AI tools aren’t officially available.

You’ve positioned Husky AI as an alternative to traditional search engines. Beyond just indexing Telegram content, what fundamental changes have you introduced to how search works? And how does this give users an advantage over using, say, Google?

Instead of loading search results with ads, we focus on quick, AI-powered web and Telegram summaries. This approach cuts through SEO fluff and clutter, so users get direct answers without all the distractions Google throws at them (including data selling).

Husky also gives you access to all the top AI models, like ChatGPT, Claude, and Grok, plus its own unique model, all in one place. No need to switch between apps or pay for multiple subscriptions.

With a privacy-first design and a Search-to-Earn system, Husky AI rewards users for their data instead of just collecting it. It’s a bold mix of blockchain and AI that’s rethinking how we search, use AI, and get value online.

TON integration is a big part of your value proposition. How does Husky AI integrate TON’s technology?

TON’s infrastructure lets us handle two critical pieces: secure transactions and user rewards. When you search, smart contracts manage things like token payouts or payments for premium features—all transparently recorded on-chain. TON’s infrastructure is crucial for our Search-to-Earn model, where opting into ads earns you tokens, compensating you for your attention rather than profiting from your data without your benefit.

The key here is choice: you control what data you share, and ads become opt-in opportunities rather than intrusions.

Traditional platforms silently monetize your activity. We flip that by tying rewards directly to your decisions. Even payments for API access or removing ads use the same token system, so everything stays decentralized and user-owned. It’s a way to make search feel less like a transaction and more like a partnership.

Building an AI-powered search engine isn’t easy. What’s been the toughest challenge so far?

The most significant challenge has been balancing robust AI analysis for response accuracy with stringent privacy protections. While AI requires data to improve, we are committed to collecting only what is necessary to maintain user trust. To enhance accuracy, Husky AI indexes channel content rather than individual chats, updating every 20 minutes from over 100,000 channels to create a reliable dataset. We also apply strict indexing criteria to filter out low-quality or spam channels.

Soon, Husky AI will introduce a fact-checking feature. Users will have two options: they can either ask Husky directly or forward a Telegram post to our bot. The feature will cross-reference trusted web sources and relevant Telegram channel data to indicate whether the information is "fake" or "true."

Do you think AI-driven tools like Husky AI will become a core part of decentralized ecosystems, or is there still a long way to go?

Absolutely—decentralized search is the future, but we’re still paving the road there. Right now, people are unhappy with Google’s surveillance-style ads and manipulative algorithms. They’re ready for alternatives that respect their privacy and actually reward them. That’s where Husky AI fits in.

However, we still need to show users why decentralized search is better, not just different. And the tech itself has to be seamless enough that anyone can use it.

The demand is there. The tools are getting there. Now it’s about bridging the gap—making decentralized search so intuitive and valuable that leaving the old system feels like an upgrade, not a compromise. That’s the mission.

Grok AI is now on Telegram too. Does this affect your strategy, and how does Husky AI stand out?

The launch of Grok shows that more people want AI inside the Telegram ecosystem, but it doesn’t change our plan.

First, Grok focuses on its own model and integration with X content, while Husky AI creates a multi-model ecosystem centered on Telegram and TON.

Second, Husky AI isn't just access to one model, it's access to all the best AI models, including Husky, Grok, ChatGPT, Claude, in a single platform without any geographical restrictions. Our users have the ability to ask all models the same question at once and compare their answers, giving them a more complete picture.

What’s next for Husky AI? How do you see the platform evolving in the next year, and what new features should users be excited about?

We recently launched our web application and plan to expand its business features and integrate more AI agents to handle specialized tasks. Users can expect deeper Telegram indexing, new models, additional languages, and more ways to earn tokens.

Finally, for someone new to Husky AI, what’s the one thing you want them to take away from this conversation?

If you’re new to Husky AI, remember this: search should work for you, not the other way around. We combine Telegram and the web to deliver fast, AI-powered answers—without the usual privacy trade-offs. The old search model is over 20 years old, built for a different internet. It’s time for something smarter: search faster, keep your data private, and even earn rewards.

Learn more about Husky AI:

Website | Telegram | Telegram Mini App

Disclaimer: This interview is for informational purposes only and does not constitute an endorsement, approval, or recommendation of the project. The views and opinions expressed in this interview are those of the interviewee and do not necessarily reflect the views of TON Foundation. This is not investment advice.