🔉[HOOTi Update] Introducing Failure Explanations + Quality Gates
One of the biggest problems with AI platforms today is that they often fail silently, or worse, generate answers with confidence even when they shouldn't.
We've made an important update to HOOti.
Starting today, when a learning or auto-research job fails, HOOTi will no longer simply return an error. The system will explain why the job failed, what caused the failure.
Whether the issue was related to insufficient data quality, model reliability, or limitations in the current research pipeline.
We've also introduced a new Quality Gate mechanism.
Read more in threads ⬇️
12/ The Bigger Picture
Perhaps the most important takeaway from the AMA is how these products fit together.
The team closed the AMA by encouraging everyone to actively test both products, provide honest feedback, and help shape the next stage of development.
The ecosystem is still early.
But the foundation is being built in public. 🚀
🧵 HOLO AMA SERIES #4 RECAP
Yesterday's AMA focused on two key pillars of the Holo Studio ecosystem:
🎮 eleMEMEtal: an AI-powered strategy card game
🧠 @HootiBrowser: a decentralized AI research and model development platform
While these products serve different audiences, they share the same long-term objective:
Building systems that create real utility, encourage contribution, and continuously improve through community participation.
Here are the most important takeaways from the session 👇
https://t.co/tJ4Vcgy5HY
11/ Community Testing Has Started
The AMA also highlighted the recently launched HOOTI Bug Bounty Program.
Many of the recent product updates were already influenced by feedback gathered during internal and community testing sessions.
https://t.co/llLq7v0uG3
🚨 HOOTi Bug Bounty Hunt is now live.
We're inviting the community to experience HOOTI, test its core functionality, and help us improve the future of decentralized AI research infrastructure.
Complete the testing flow, submit feedback, and help us identify bugs, usability issues, and opportunities for improvement.
📝 Feedback Form: https://t.co/qeXOtsHOue
📅 Duration: Now → June 24, 2026
Your feedback will directly influence the next stage of HOOTI development.
Instructions below 👇
🚨 WE ARE LIVE NOW 🚨
HOLO STUDIO AMA SERIES #4 is officially starting!
🎙️ Featuring:
⚡ Steven Park: CEO & Co-Founder
⚡ Yongwan Kim: CTO & Co-Founder
📍 Live on X Space
https://t.co/BvMaOimoYW
🚨 HOOTi Bug Bounty Hunt is now live.
We're inviting the community to experience HOOTI, test its core functionality, and help us improve the future of decentralized AI research infrastructure.
Complete the testing flow, submit feedback, and help us identify bugs, usability issues, and opportunities for improvement.
📝 Feedback Form: https://t.co/qeXOtsHOue
📅 Duration: Now → June 24, 2026
Your feedback will directly influence the next stage of HOOTI development.
Instructions below 👇
⏰ AMA Reminder
Our AMA with the Holo Studio team goes live tomorrow.
Time: 13:00 UTC - 22:00 KST
Date: 03 Jun, 2026
Venue: @HoloStudio_AI
We'll be discussing:
• eleMEMEtal gameplay demo, core mechanics.
• @HootiBrowser live testing, feature discussion.
• Product direction & upcoming milestones.
• Community Q&A.
If you have questions about where we're headed next, this is the perfect opportunity to join the conversation.