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THE FLY BRAIN ESCAPED THE COMPUTER. I PUT IT INSIDE A PHYSICAL ROBOT. Scientists released a reconstructed map containing 166,700 neurons from a fruit fly. I connected it to a Strandbeest. The panel in the top-right shows the simulated brain running. Its neural activity is translated into motor commands... show more

Frank

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1,651,177 Aufrufe • vor 19 Stunden •via X (Twitter)

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36 Kommentare

Profilbild von Himas

Himasvor 19 Stunden

@Biohack_AI Terminator is back

Profilbild von Frank

Frankvor 16 Stunden

@Biohack_AI After the apocalypse, flies will only look like this

Profilbild von sawaiz

sawaizvor 16 Stunden

Is the model running on device, or over the network. My attempt had the commands be sent and recived though my laptop.

Profilbild von Frank

Frankvor 16 Stunden

Now we can replace all the flies with drones and let them keep their brains 😄

Profilbild von BROOKLYDAMUS

BROOKLYDAMUSvor 16 Stunden

@sawaiz Can a digital dragonfly kill the mosquitoes in my yard

Profilbild von Frank

Frankvor 15 Stunden

@sawaiz We are waiting for the dragonfly’s brain to appear in the open access 😂

Profilbild von Leopard Alwerfally ☣

Leopard Alwerfally ☣vor 17 Stunden

welcome to digital immortality,,,,,,,, man that was based

Profilbild von Frank

Frankvor 16 Stunden

Humanity will soon come to an end

Profilbild von James Stephens

James Stephensvor 16 Stunden

What's wild is that thing is moving like a fly...start stop analysis... it's fascinating...

Profilbild von JangYeongSilly

JangYeongSillyvor 17 Stunden

now connect a solar panel on it's back and positively reward it for getting sunlight

Profilbild von Brettius Maximus

Brettius Maximusvor 15 Stunden

Put it in a roomba

Profilbild von Biohack AI

Biohack AIvor 19 Stunden

omg, it's robofly

Profilbild von Michael Ehrmantraut

Michael Ehrmantrautvor 15 Stunden

@flngr Too bad the “connectome” is not perfect fidelity with the original.

Profilbild von Nick Longrich

Nick Longrichvor 15 Stunden

Once we combine simulated fly brains with robotic fly bodies, seems like it's all over for fruitflies. The machines will eat the fruit far more efficiently. What are the flies supposed to do.

Profilbild von Deacon Santiago

Deacon Santiagovor 15 Stunden

Ah gotcha so this is how it happens huh

Profilbild von Travis B

Travis Bvor 15 Stunden

Anyone else realize that is not the way fruit flies behave?

Profilbild von José Eduardo

José Eduardovor 17 Stunden

This is exactly the boundary I want to explore. Making the reconstructed fly brain move a robot demonstrates coupling. The question that fascinates me is what comes next: when does movement become agency? 🪰🧠 You made the fly walk. Now I want to ask why it walks.

Profilbild von Allex Theofilo

Allex Theofilovor 15 Stunden

This is like the dreadnought of flies

Profilbild von Valentin

Valentinvor 19 Stunden

Haha i love this fly

Profilbild von Jay

Jayvor 15 Stunden

We got fly terminators before we got actual terminators

Profilbild von Doimo Manu

Doimo Manuvor 15 Stunden

Have you tried to port it to the LEGO EV3 robotic set yet? You can add an array of sensors to it: sonar, RGB, IR... Tools: ev3dev for Python, BricksRL, and Cortic A.I. Toolkit (CAIT) running on RPi4 or 5.

Profilbild von Grievous Queef

Grievous Queefvor 15 Stunden

and folks, you now see why you're just an antenna.......and my fucking user is a prick not paying to win.

Profilbild von nikhil /popcorn

nikhil /popcornvor 15 Stunden

How tf are you making these ….people are posting I made this that ….but Jo one exactly shares how ….

Profilbild von Maximumnoodles🏴󠁧󠁢󠁥󠁮󠁧󠁿

Maximumnoodles🏴󠁧󠁢󠁥󠁮󠁧󠁿vor 15 Stunden

I wanna see @BostonDynamics put the fly brain into their dog robot

Profilbild von Sean McClure

Sean McClurevor 15 Stunden

Does it have sensors in the feet? Imagine trying to move around with zero tactile sensation. What we observe here is just a “confused” “brain.”

Profilbild von Kevin Rajan

Kevin Rajanvor 17 Stunden

how to make robot? is there a kit I can buy?

Profilbild von Ouroboros

Ouroborosvor 15 Stunden

I think it's looking for your cats litter box? --lol

Profilbild von neur

neurvor 15 Stunden

If you step on it, did you kill something.

Profilbild von Scaramanga

Scaramangavor 15 Stunden

It resembles robocop

Profilbild von Kishan Bhatt™ 🇰🇪

Kishan Bhatt™ 🇰🇪vor 15 Stunden

Imagine being the fly and waking up in different situations and bodies every now and then wondering wtf is doing on. 😵‍💫

Profilbild von görk

görkvor 15 Stunden

now put it on a mini drone!

Profilbild von Zee

Zeevor 15 Stunden

what is your github?

Profilbild von Elyon

Elyonvor 15 Stunden

@grok Cette expérience est-elle réelle et vérifiée ?

Profilbild von ᴛʀᴜᴛʜ ᴘɪʟɢʀɪᴍ

ᴛʀᴜᴛʜ ᴘɪʟɢʀɪᴍvor 16 Stunden

This is both spectacularly amazing and terrifying in what can come next.

Profilbild von 🇺🇸 Josh 🇺🇸

🇺🇸 Josh 🇺🇸vor 15 Stunden

its a reconstruction of the fly brain so you cant claim a fly did it, bc one isnt hooked up to it you're using it as a harness and acting like "this is how capable flies are" this is a deception

Profilbild von Noetral

Noetralvor 15 Stunden

This is beautiful! 😍

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I gave a simulated fruit fly brain access to the market. 166,700 neurons. Over 25 million connections. It trades new pairs using paper funds.

I gave a simulated fruit fly brain access to the market. 166,700 neurons. Over 25 million connections. It trades new pairs using paper funds.

CYBER_BULLY

53,034 Aufrufe • vor 3 Tagen

For the first time in history, GPT-6 Astra created a fly that is simply a fly. Not a chatbot pretending to be a fly. Not a simplified animation. A digital fly running its own connectome brain, perceiving a real room through its own senses and interacting with the environment using the power of AR. The entire loop is surprisingly wild: Spectacles capture the retina, light rays, hands, and the surrounding room → the room is converted into an inventory → sensory information is fed into the fly’s neural system → the MaleCNS connectome processes it → descending neurons and motor pools generate actions → the commands return to the Spectacles → wings, legs, and head respond. In other words, the fly sees through its own eyes, processes the world through its own simulated brain, and acts through its own virtual body. We are moving from AI that generates outputs to AI that actually has a body, senses, a brain, and a closed perception-action loop. The 🪰 is no longer just simulated. It is experiencing a world The developer Pavlo Tkachenko is pinned below in the post

For the first time in history, GPT-6 Astra created a fly that is simply a fly. Not a chatbot pretending to be a fly. Not a simplified animation. A digital fly running its own connectome brain, perceiving a real room through its own senses and interacting with the environment using the power of AR. The entire loop is surprisingly wild: Spectacles capture the retina, light rays, hands, and the surrounding room → the room is converted into an inventory → sensory information is fed into the fly’s neural system → the MaleCNS connectome processes it → descending neurons and motor pools generate actions → the commands return to the Spectacles → wings, legs, and head respond. In other words, the fly sees through its own eyes, processes the world through its own simulated brain, and acts through its own virtual body. We are moving from AI that generates outputs to AI that actually has a body, senses, a brain, and a closed perception-action loop. The 🪰 is no longer just simulated. It is experiencing a world The developer Pavlo Tkachenko is pinned below in the post

Zentrix⌚️

201,051 Aufrufe • vor 1 Tag

Scientists used 200,000 human brain cells to play DOOM. The cells had never seen a computer. They learned in real time. They got better. Separately: an entire fruit fly brain, 139,000 neurons, 50 million connections, was copied into a laptop. It predicts real brain responses with 90%+ accuracy. The biological computing timeline: 2021 → neurons learn Pong 2022 → fruit fly brain fully mapped 2024 → entire fly brain simulated on a laptop 2026 → human brain cells play DOOM A GPU needs ~700W to run an LLM. The brain runs the whole show on 20W. We're spending trillions on building the next giant AI training computer but what if the solution to our energy needs was just copying the technology already running in our heads?

Scientists used 200,000 human brain cells to play DOOM. The cells had never seen a computer. They learned in real time. They got better. Separately: an entire fruit fly brain, 139,000 neurons, 50 million connections, was copied into a laptop. It predicts real brain responses with 90%+ accuracy. The biological computing timeline: 2021 → neurons learn Pong 2022 → fruit fly brain fully mapped 2024 → entire fly brain simulated on a laptop 2026 → human brain cells play DOOM A GPU needs ~700W to run an LLM. The brain runs the whole show on 20W. We're spending trillions on building the next giant AI training computer but what if the solution to our energy needs was just copying the technology already running in our heads?

Josh Kale

136,752 Aufrufe • vor 6 Monaten

For the first time ever, a fruit fly brain has been trained to launch a memecoin. Not "AI inspired by a brain" — the real connectome. 165,122 neurons, 10,228,000 synaptic connections, every one traced from an actual male Drosophila by electron microscopy. Janelia FlyEM + Google Research, released CC-BY. How it works: Screenshots of the live launchpad go in through 892 retinotopic hex columns into L1 and L2 — the neurons sitting directly behind a fly's photoreceptors. All 165,122 integrate. The cursor comes back out of the descending neurons a fly actually walks with: DNa02's left-right asymmetry steers, DNa01 drives forward, DNp09 clicks. The wiring is never trained. Only synaptic gains — you don't get to invent connections the fly doesn't have. Proof its eye is doing real work: in light mode it filled 0 of 3 form fields. In dark mode, 2 of 3. Its retina is a luminance map, so invert the contrast and it goes blind. And the honest split: the fly types the description and the ticker. The rig does the name, the pair and the tax. CA: 0x4eb990547bce4a982432ca88cf5fae7eed1a2d35

For the first time ever, a fruit fly brain has been trained to launch a memecoin. Not "AI inspired by a brain" — the real connectome. 165,122 neurons, 10,228,000 synaptic connections, every one traced from an actual male Drosophila by electron microscopy. Janelia FlyEM + Google Research, released CC-BY. How it works: Screenshots of the live launchpad go in through 892 retinotopic hex columns into L1 and L2 — the neurons sitting directly behind a fly's photoreceptors. All 165,122 integrate. The cursor comes back out of the descending neurons a fly actually walks with: DNa02's left-right asymmetry steers, DNa01 drives forward, DNp09 clicks. The wiring is never trained. Only synaptic gains — you don't get to invent connections the fly doesn't have. Proof its eye is doing real work: in light mode it filled 0 of 3 form fields. In dark mode, 2 of 3. Its retina is a luminance map, so invert the contrast and it goes blind. And the honest split: the fly types the description and the ticker. The rig does the name, the pair and the tax. CA: 0x4eb990547bce4a982432ca88cf5fae7eed1a2d35

Fruit fly dev

735,266 Aufrufe • vor 3 Tagen

🪰 A team of researchers has unveiled the complete connectome of a male fruit fly central nervous system—a seamless map of all the neurons in the brain and nerve cord of a single male fruit fly and the millions of connections between them. 🔗

🪰 A team of researchers has unveiled the complete connectome of a male fruit fly central nervous system—a seamless map of all the neurons in the brain and nerve cord of a single male fruit fly and the millions of connections between them. 🔗

HHMI | Janelia

23,891 Aufrufe • vor 11 Monaten

I gave the fruit fly brain a fruit fly body and put it into a fruit fly sim. Now you can watch him eat, fly, and shit live on

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Misch Strotz

39,509 Aufrufe • vor 2 Tagen

There's a fruit fly walking around right now that was never born. eon just released a video where they took a real fly's connectome — the wiring diagram of its brain — and simulated it. Dropped it into a virtual body. It started walking. Grooming. Feeding. Doing what flies do. Nobody taught it to walk. No training data, no gradient descent toward fly-like behavior. This is the opposite of how AI works. They rebuilt the mind from the inside, neuron by neuron, and behavior just... emerged. It's the first time a biological organism has been recreated not by modeling what it does, but by modeling what it is. A human brain is 6 OOM more neurons. That's a scaling problem, something we've gotten very good at solving. So what happens when we have a working copy of the human mind?

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hattie

9,582,695 Aufrufe • vor 6 Monaten

They are now making fruit flies write. They are even using them to create entire fonts. The method is surprisingly fascinating. First, an image of a letter is projected into the fruit fly’s eye. The visual information is transmitted through its visual neurons and processed by a trained neural network connected to its neural circuitry. The resulting signal is then sent to the motor neurons controlling the fly’s right foreleg. Those motor neurons activate the leg muscles, causing the fly to move its foreleg in a specific pattern that traces the shape of the letter. A tiny black pen is attached to the foreleg, allowing the movement to leave an actual written mark on the surface. In other words, visual information enters through the fly’s eyes, is translated into neural commands, and ultimately becomes physical handwriting through its own muscles. Researchers have even used this system to create fonts based on the letters drawn by fruit flies. At this point, I’m becoming increasingly curious about what else fruit flies could be made to do.

They are now making fruit flies write. They are even using them to create entire fonts. The method is surprisingly fascinating. First, an image of a letter is projected into the fruit fly’s eye. The visual information is transmitted through its visual neurons and processed by a trained neural network connected to its neural circuitry. The resulting signal is then sent to the motor neurons controlling the fly’s right foreleg. Those motor neurons activate the leg muscles, causing the fly to move its foreleg in a specific pattern that traces the shape of the letter. A tiny black pen is attached to the foreleg, allowing the movement to leave an actual written mark on the surface. In other words, visual information enters through the fly’s eyes, is translated into neural commands, and ultimately becomes physical handwriting through its own muscles. Researchers have even used this system to create fonts based on the letters drawn by fruit flies. At this point, I’m becoming increasingly curious about what else fruit flies could be made to do.

IGNIS

77,405 Aufrufe • vor 3 Tagen

Agentic Flynance. We trained a simulated fruit fly brain to review expenses by changing just 4,184 weights. A vision model reads the receipt, then the fly decides whether to approve it. Give it a fly 🪰

Agentic Flynance. We trained a simulated fruit fly brain to review expenses by changing just 4,184 weights. A vision model reads the receipt, then the fly decides whether to approve it. Give it a fly 🪰

Ramp

363,431 Aufrufe • vor 1 Tag

(1/2) When Janelia set out to map every neuron in the fly brain in 2008, many thought it couldn’t be done. Nearly 20 years later, a complete wiring diagram of the 166,000+ neurons of the adult male fruit fly is helping to reveal the brain’s secrets:

(1/2) When Janelia set out to map every neuron in the fly brain in 2008, many thought it couldn’t be done. Nearly 20 years later, a complete wiring diagram of the 166,000+ neurons of the adult male fruit fly is helping to reveal the brain’s secrets:

HHMI

27,633 Aufrufe • vor 10 Tagen

I built GTAFLY with GPT-6 Astra A simulated fly brain that drives a car in GTA V. The game's visual feed is converted into neural signals and processed across 166,700 simulated neurons. Their activity controls steering, acceleration, and braking, while dopamine-like rewards reinforce successful movement and mistakes reshape future responses. Inspired by Stonkfly. I added the GitHub repository with the code in the comments. Now I’m curious whether GTAFLY could be transferred to GTA VI.

I built GTAFLY with GPT-6 Astra A simulated fly brain that drives a car in GTA V. The game's visual feed is converted into neural signals and processed across 166,700 simulated neurons. Their activity controls steering, acceleration, and braking, while dopamine-like rewards reinforce successful movement and mistakes reshape future responses. Inspired by Stonkfly. I added the GitHub repository with the code in the comments. Now I’m curious whether GTAFLY could be transferred to GTA VI.

BuBBliK

40,439 Aufrufe • vor 2 Tagen

The fruit fly's brain is superior to the human brain, and GPT-6 ASTRA has proven this. And the internet went crazy. Most AI models learn by training on massive datasets, running billions of computations to acquire new skills. But researchers just demonstrated a radically different approach: No giant dataset. No traditional training. Just take the physical wiring of a biological brain and simulate it in a computer. The digital fruit fly reached ~91% behavioral accuracy using only 4 things: The complete neural connectivity map Synaptic connection counts as connection weights Excitatory vs inhibitory neuron types A simple Leaky Integrate-and-Fire model The wild part? The wiring itself may contain much more of the brain’s “code” than we thought. From tens of thousands of neurons in a fly → millions in a mouse → ~86 billion in a human. If this scales, whole-brain simulation could become one of the biggest frontiers in AI. The era of biologically inspired intelligence may have just begun

The fruit fly's brain is superior to the human brain, and GPT-6 ASTRA has proven this. And the internet went crazy. Most AI models learn by training on massive datasets, running billions of computations to acquire new skills. But researchers just demonstrated a radically different approach: No giant dataset. No traditional training. Just take the physical wiring of a biological brain and simulate it in a computer. The digital fruit fly reached ~91% behavioral accuracy using only 4 things: The complete neural connectivity map Synaptic connection counts as connection weights Excitatory vs inhibitory neuron types A simple Leaky Integrate-and-Fire model The wild part? The wiring itself may contain much more of the brain’s “code” than we thought. From tens of thousands of neurons in a fly → millions in a mouse → ~86 billion in a human. If this scales, whole-brain simulation could become one of the biggest frontiers in AI. The era of biologically inspired intelligence may have just begun

Zentrix⌚️

89,192 Aufrufe • vor 1 Tag

Scientists have completely mapped the brain and nervous system of an adult fly for the first time — more than 166,000 neurons and millions of connections The data was made publicly available, and then things got out of hand. It seems the scientific community may already regret it. Because over the past few days, people have “taught” the fly to: — Scroll through TikTok — Drink beer — Solve a Rubik’s Cube — Parallel park — Deploy a database — Vibe-code — Fly a plane — Control a virtual human — Control a robot — Skateboard to dubstep Don’t take it literally. But it’s worth watching as the strangest tech demo of September. There’s just one catch — the fly is dead.

Scientists have completely mapped the brain and nervous system of an adult fly for the first time — more than 166,000 neurons and millions of connections The data was made publicly available, and then things got out of hand. It seems the scientific community may already regret it. Because over the past few days, people have “taught” the fly to: — Scroll through TikTok — Drink beer — Solve a Rubik’s Cube — Parallel park — Deploy a database — Vibe-code — Fly a plane — Control a virtual human — Control a robot — Skateboard to dubstep Don’t take it literally. But it’s worth watching as the strangest tech demo of September. There’s just one catch — the fly is dead.

NEXTA

85,152 Aufrufe • vor 2 Tagen

🧠 A new wiring diagram of the 166,000+ neurons in the brain & nerve cord of a male fruit fly is a key tool in uncovering how the brain enables complex behavior—information that could ultimately help scientists understand what causes different diseases ➡️

🧠 A new wiring diagram of the 166,000+ neurons in the brain & nerve cord of a male fruit fly is a key tool in uncovering how the brain enables complex behavior—information that could ultimately help scientists understand what causes different diseases ➡️

HHMI | Janelia

26,974 Aufrufe • vor 11 Monaten

We've uploaded a fruit fly. We took the FlyWire connectome of the fruit fly brain, applied a simple neuron model (Philip Shiu Nature 2024) and used it to control a MuJoCo physics-simulated body, closing the loop from neural activation to action. A few things I want to say about what this means and where we're going at eon. 🧵

We've uploaded a fruit fly. We took the FlyWire connectome of the fruit fly brain, applied a simple neuron model (Philip Shiu Nature 2024) and used it to control a MuJoCo physics-simulated body, closing the loop from neural activation to action. A few things I want to say about what this means and where we're going at eon. 🧵

Michael Andregg

1,994,846 Aufrufe • vor 6 Monaten

The full video from Cortical Labs explaining how they put 200,000 brain cells onto a silicon chip and had it play Doom is wild: “When a demon appears on the left of the screen, specific electrodes stimulate the sensory area of the neural culture on the left side. The neurons react to that stimulation. We then listen to their response, the spikes, and interpret that activity as motor commands. If the neurons fire in a specific pattern, the Doom guy shoots.”

The full video from Cortical Labs explaining how they put 200,000 brain cells onto a silicon chip and had it play Doom is wild: “When a demon appears on the left of the screen, specific electrodes stimulate the sensory area of the neural culture on the left side. The neurons react to that stimulation. We then listen to their response, the spikes, and interpret that activity as motor commands. If the neurons fire in a specific pattern, the Doom guy shoots.”

Trung Phan

233,872 Aufrufe • vor 6 Monaten

A speck in a dish—that’s all the nervous system of the fruit fly Drosophila melanogaster looks like to the naked eye. But look closely enough, and it resolves into a network of 166,700 nerve cells connected through 124.2 million synapses. The intricate map—called a connectome—has now been published, marking the end of an ambitious 20-year research project. Learn more:

A speck in a dish—that’s all the nervous system of the fruit fly Drosophila melanogaster looks like to the naked eye. But look closely enough, and it resolves into a network of 166,700 nerve cells connected through 124.2 million synapses. The intricate map—called a connectome—has now been published, marking the end of an ambitious 20-year research project. Learn more:

News from Science

28,922 Aufrufe • vor 10 Tagen

We might have just witnessed the first real mind upload. 🤯 Scientists scanned a fruit fly brain neuron by neuron, synapse by synapse, recreated it digitally, and placed it inside a simulated body. The fly walked. Groomed. Fed. No training. No prompts. No learning phase. The behavior was already in the wiring. That’s not just neuroscience anymore. That’s the first glimpse of digital minds.

We might have just witnessed the first real mind upload. 🤯 Scientists scanned a fruit fly brain neuron by neuron, synapse by synapse, recreated it digitally, and placed it inside a simulated body. The fly walked. Groomed. Fed. No training. No prompts. No learning phase. The behavior was already in the wiring. That’s not just neuroscience anymore. That’s the first glimpse of digital minds.

VraserX e/acc

862,037 Aufrufe • vor 6 Monaten

made a 3d fly that lives on my mac desktop. its brain runs a live simulation of real neurons from the FlyWire fly connectome, so it only flees my cursor when the actual escape neuron fires. it walks on window edges and naps after lunch (fr)

made a 3d fly that lives on my mac desktop. its brain runs a live simulation of real neurons from the FlyWire fly connectome, so it only flees my cursor when the actual escape neuron fires. it walks on window edges and naps after lunch (fr)

Denis Shiryaev 💙💛

12,249 Aufrufe • vor 26 Tagen

I made FlappyFly. I put a fly's brain into FlappyBird. It plays terribly. As a pipe approaches, LC4 neurons detect it getting closer. That input goes into the 166,700-neuron network, and when DNp01 fires, the wings beat. DNp01 is the giant fibre neuron that triggers a fly's escape when you try to swat it. I used that same escape circuit to get it past the pipes.

I made FlappyFly. I put a fly's brain into FlappyBird. It plays terribly. As a pipe approaches, LC4 neurons detect it getting closer. That input goes into the 166,700-neuron network, and when DNp01 fires, the wings beat. DNp01 is the giant fibre neuron that triggers a fly's escape when you try to swat it. I used that same escape circuit to get it past the pipes.

Alexey Fateev

39,705 Aufrufe • vor 3 Tagen