The AI Black Swan

Welcome to THE AI BLACK SWAN

A carefully curated AI Builders Gathering where engineers, founders, investors & executives come together to understand what happens when AI stops forgetting.

📍 The Gentry House | Architect-Designed Exclusive Estate hidden among the pines • 20 min from Warsaw City Center

🗓 26 July | 🕒 15.00 - 22.00

⭐ 3 Chapters:

🎙 Keynote: Dima Korolev
Founding Engineer at xmemory, previously Google, Microsoft, Miro
Beyond the Context Window
What changes when AI stops forgetting

♟ Executive Mafia Game: Frontier Edition
A live boardroom strategy game based on the Harvard Case Method & Classic Mafia Experience.

🔥 Fireside Engineering Conversation:
• Sergey Malyutin | MARA • ex-Pinterest • ex-Vochi
• Arseny Kravchenko | Archestra • ex-Databricks
• Konstantin Salak | Google • ex-Fitbit

Your evening includes:

🍸 Signature Cocktail 🥩 Curated Grill Show
 Apple Awards 🏆 Exclusive Partner Gifts 🌊 Pool & ♨️Jacuzzi

🚌 Round-trip Party Bus from Warsaw City Center included.

Event Experience in Details

The next Black Swan has arrived.

Forget Forgetting. Memory Happened.

Memory isn't another AI feature. It's the next competitive advantage.
The companies that understand it first won't just build better products. They'll build entirely new categories.

Most teams are still optimizing prompts. The frontier has already moved to memory.
The difficult questions are no longer about whether agents need memory, but how that memory should be structured, updated, evaluated and controlled.

Be early enough to build what everyone else will eventually copy.

⭐ One evening → 3 carefully curated chapters:

🎙︎ Keynote

"The Context Window Had A Good Run."
Dima Korolev

Founding Engineer at xmemory, previously Google, Microsoft, Miro

Just the architectural shift already changing how agents will think, collaborate and remember - and what AI Builders should understand before the rest of the market catches up.

Every founder thinks they know how they'll react to uncertainty. Until uncertainty becomes real.

Dima will show us where the future is heading. Now it's your turn to lead through it.

Next Chapter →

♟️ Executive Mafia

The live Mafia game, redesigned for founders, investors & executives. Powered by the Harvard Case Method®

🌍 Ten regions. One fight for influence.

🌃 City falls asleep.

🥷🏻 AI agents wake up. Capital starts moving. Founders make the first move.
🌙 Overnight, the balance of power has shifted: the markets collapse and the old rules no longer work.

🌆 A new world wakes up. The Black Swan has arrived.

👉 Now it's your move.
Negotiate. Read people. Build alliances. Adapt.

🏆 Win the room

•  Apple Awards
• 🎁 Exclusive partner gifts
• 🏆 Real Skill: Lead with confidence when certainty disappears.

Next Chapter →

🔥 Fireside Engineering Conversation

"You'll Forget. AI Probably Won't"

As the fire comes alive, the conversation changes.
No stage. No presentations. Just three engineers building at the frontier of AI memory, agents and infrastructure - thinking out loud about the architectural shifts already reshaping what's next.

Sergey Malyutin | MARA • ex-Pinterest • ex-Vochi

Arseny Kravchenko | Archestra • ex-Databricks

Konstantin Salak | Google • ex-Fitbit

Where tomorrow's architectures are still just ideas - and everyone around the fire gets to challenge them.

Next Chapter →

✨ The Gentry House Evening

As the stars rise above the pines, the fire burns brighter, the conversations become impossible to leave, and the best ideas politely ignore the schedule.

Your evening includes:

🍸 Curated Grill Show • Signature Cocktails

 Apple Awards • Exclusive Partner Gifts

💎 Architect-Designed Exclusive Venue • Bonfire Conversations • Pool & Jacuzzi • Private Pine Forest

🚌 Round-trip Party Bus from Warsaw City Center

Reserve your place at the table among remarkable minds.

The best ideas rarely arrive on stage.

They usually appear somewhere between the fire, a glass in your hand and one last impossible conversation.

⏳ Seats are intentionally limited to keep every conversation worth having.

✦ With Special Thanks to Our Event Partners

OUR PARTNERS

The AI Black Swan is made possible through the support, trust and contribution of the organisations helping us bring this first edition to life.

Ū Hub

For bringing together ambitious founders, builders and leaders—and helping remarkable people find their place at the table.

SOVA BOOKS

For supporting a culture of curiosity and intellectual courage, bringing thoughtful books into the experience and helping ideas continue beyond the event itself.

xmemory

For contributing frontier thinking around AI memory, context and intelligent systems—and helping shape the intellectual core of the evening.

Group Dynamics Lab

Experience Design Partner
For creating the Strategic Mafia experience - combining Harvard case-based learning methods, MIT Sloan negotiation techniques and the social mechanics of Mafia into a live simulation designed to strengthen strategic judgment, negotiation under pressure, alliance-building and real-time decision-making across AI, technology, capital and global markets.

Melnichek Investments

Investment Partner of The AI Black Swan, supporting the connection between frontier technology, strategic thinking and capital.

BelTech 4.0

Media Partner of The AI Black Swan, helping the gathering and its ideas reach the wider technology community.

Founders PL

A global community for tech founders, investors, and CEOs!

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Good To Know

📍 The exact venue address will be shared after your ticket purchase.

🌎 Created for the Russian-speaking community in Poland. The main programme will be in Russian, with some technical conversations in English. Guests from Polish, Belarusian, Ukrainian and international communities are warmly welcome.

📸 Professional photography and videography will take place throughout the evening. By attending, you consent to being photographed and filmed.