What Does a Fly Have to Do With It? How a Digital Brain Ended Up in Casinos and Crypto

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Lina Almans

22 September 2026

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Screenshot from The Fly’s Table blackjack demo, where users can play against the digital fly model

Screenshot from The Fly’s Table blackjack demo, where users can play against the digital fly model

On June 8, 2026, researchers from Google Research, HHMI Janelia, the University of Cambridge, and MRC LMB released MaleCNS v1.0 — a complete map of the central nervous system of an adult male fruit fly.

This is not an AI model trained on data, but a digital reconstruction of the fruit fly’s nervous system architecture: it recreates the connections between more than 166,000 neurons and around 125 million synaptic contacts.

This allows scientists and developers to create models of the fly’s nervous system and connect them to games, software, and other virtual environments.

Similar experiments began appearing one after another. The computer model of the fly’s nervous system has already been connected to Minecraft, Doom, Beat Saber, Super Mario 64, and chess. In the chess project, the creator claims that the virtual fruit fly plays at around 700 Elo — a rating level comparable to that of a beginner amateur player.

Gambling Park banner with three panels: Read PDFs, Play Beat Saber, and Play Chess, featuring a digital fly brain and neon graphics.

The idea was quickly picked up by the crypto industry as well. One example is the Stonkfly project by Coinbase engineer Alex Wormuth. The model was given a virtual $100 to trade Bitcoin: it received price movement data through its visual system, while neural activity determined whether to buy, sell, or wait. Profits triggered signals through 15 dopamine neurons, while losses were communicated through two neurons associated with negative reinforcement. On its first day, the model earned around $1, but Wormuth himself acknowledges that stable learning and consistent profits have not yet been achieved. The project’s code is open source.

In September, the experiments reached the gambling industry as well.

In the project The Fly’s Table, a model of part of the fly’s nervous system played 30,000 hands of blackjack.

According to the project’s creator, the model improved its results: at first, it lost an average of 45 chips for every 100 chips wagered, but later this figure dropped to 16. However, it never learned to win and only became significantly better at losing less. In 52% of cases, its decisions matched the basic strategy. When the dopamine signal was disabled, the improvement disappeared. According to the author, the progress was caused by reinforcement rather than chance. The model failed to master poker.

A separate blackjack demo is available on fanpu.io, where users can play against the “fly”: it decides on its own whether to take another card, while its brain model containing 138,639 neurons rotates on the screen.*

Amid the growing hype, similar claims also appeared in the casino industry. The Stakefly project said it had connected the model to Stake slots, while 1win announced its own experiment with a “digital fly.” However, these claims could not be independently verified using publicly available data: neither project has released its source code or provided independent validation.

Split-screen: blue neural brain scan on the left and a close-up of a fly on a slot machine at 1win on the right, highlighting two contexts (science and gambling).

However, the real value of these experiments turned out to be not in games or crypto, but in science. The fly’s connectome — a detailed map of connections between its neurons — has become an important tool for studying how the nervous system works and has helped scientists better understand the structure of the brain. In the future, such research could help create connectomes of more complex organisms and even contribute to the study of the mechanisms behind human diseases.


*The fly model used in The Fly’s Table blackjack project is based on an older digital fly brain model rather than the newer MaleCNS v1.0 reconstruction.

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Lina Almans

| Analyst

Bookmaker & Casino Reviewer | Gambling Analyst | Former Professional Capper | Covers Betting Theory | Since 2020

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