
Proving inference happened without revealing the weights
QUESTION_28 AUG · AMARA OKONKWOTHEN GO DEEP_
A Circle is where people with something in common go deeper together — asking real questions, sharing what they know and helping each other build.
PEOPLE_
QUESTIONS_
KNOWLEDGE_
HELP_
BUILD_
A Circle brings people together around a technology, profession or city. Join, follow and contribute.

DISCOVER_
Find a Circle around what matters to you.
JOIN_
Become part of the conversation.
ASK & SHARE_
Bring questions, experience and useful knowledge.
BUILD TOGETHER_
Turn conversations into projects, collaborations and real outcomes.

DISCOVER_
Find a Circle around what matters to you.
JOIN_
Become part of the conversation.
ASK & SHARE_
Bring questions, experience and useful knowledge.
BUILD TOGETHER_
Turn conversations into projects, collaborations and real outcomes.
The four domains this community goes deep on — each with its own Circles, threads and people.
BUILD INTELLIGENCE
Systems that reason, act and build alongside us.
ENGINEER TRUST
Trust, identity and value as programmable primitives.
SECURE THE FUTURE
Defending the systems the world now runs on.
EXPLORE WHAT'S NEXT
The physics and hardware of the next decade.
More curated. Some require a qualified profile.

City Circles are live long before a HATCon lands there — and are how a city proves it's ready.
The HATCon community in Bengaluru — discussions, people, local projects.
BengaluruHATCon Bengaluru Circle
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Each Circle is a place to ask, share, research, build and help — with people already interested in the same problem space.
There are different ways to make a Circle more useful.
ASK_
Bring a real question you're stuck on and put it in front of people who know.
How AI systems are attacked, defended and built securely.
ANSWER_
Share what you know. A clear answer can save someone days of guessing.
SHARE_
Bring something useful, a paper, a tool or a lesson learned the hard way.
RESEARCH_
Go deeper together. Compare notes, test ideas and work out what holds up.
BUILD_
Turn discussion into action, from a prototype to a project with a team.
HELP_
Make someone else's next step easier with a pointer, an intro or a review.