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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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5,190,951 次观看 • 1 个月前 •via X (Twitter)

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36 条评论

Himas 的头像

Himas1 个月前

@Biohack_AI Terminator is back

Frank 的头像

Frank1 个月前

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

sawaiz 的头像

sawaiz1 个月前

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

Frank 的头像

Frank1 个月前

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

BROOKLYDAMUS 的头像

BROOKLYDAMUS1 个月前

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

Frank 的头像

Frank1 个月前

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

Leopard Alwerfally ☣ 的头像

Leopard Alwerfally ☣1 个月前

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

Frank 的头像

Frank1 个月前

Humanity will soon come to an end

James Stephens 的头像

James Stephens1 个月前

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

JangYeongSilly 的头像

JangYeongSilly1 个月前

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

Brettius Maximus 的头像

Brettius Maximus1 个月前

Put it in a roomba

Biohack AI 的头像

Biohack AI1 个月前

omg, it's robofly

Michael Ehrmantraut 的头像

Michael Ehrmantraut1 个月前

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

Nick Longrich 的头像

Nick Longrich1 个月前

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.

Deacon Santiago 的头像

Deacon Santiago1 个月前

Ah gotcha so this is how it happens huh

Travis B 的头像

Travis B1 个月前

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

José Eduardo 的头像

José Eduardo1 个月前

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.

Allex Theofilo 的头像

Allex Theofilo1 个月前

This is like the dreadnought of flies

Valentin 的头像

Valentin1 个月前

Haha i love this fly

Jay 的头像

Jay1 个月前

We got fly terminators before we got actual terminators

Doimo Manu 的头像

Doimo Manu1 个月前

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.

Grievous Queef 的头像

Grievous Queef1 个月前

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

nikhil /popcorn 的头像

nikhil /popcorn1 个月前

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

Maximumnoodles🏴󠁧󠁢󠁥󠁮󠁧󠁿 的头像

Maximumnoodles🏴󠁧󠁢󠁥󠁮󠁧󠁿1 个月前

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

Sean McClure 的头像

Sean McClure1 个月前

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.”

Kevin Rajan 的头像

Kevin Rajan1 个月前

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

Ouroboros 的头像

Ouroboros1 个月前

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

neur 的头像

neur1 个月前

If you step on it, did you kill something.

Scaramanga 的头像

Scaramanga1 个月前

It resembles robocop

Kishan Bhatt™ 🇰🇪 的头像

Kishan Bhatt™ 🇰🇪1 个月前

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

görk 的头像

görk1 个月前

now put it on a mini drone!

Zee 的头像

Zee1 个月前

what is your github?

Elyon 的头像

Elyon1 个月前

@grok Cette expérience est-elle réelle et vérifiée ?

ᴛʀᴜᴛʜ ᴘɪʟɢʀɪᴍ 的头像

ᴛʀᴜᴛʜ ᴘɪʟɢʀɪᴍ1 个月前

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

🇺🇸 Josh 🇺🇸 的头像

🇺🇸 Josh 🇺🇸1 个月前

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

Noetral 的头像

Noetral1 个月前

This is beautiful! 😍

相关视频

FLY BRAIN PUT INSIDE PHYSICAL ROBOT. Not literally. They mapped all 166,700 real neurons from a fly's brain and rebuilt the entire wiring as a computational model. Every connection copied, nothing simplified. That simulated brain has already lived several lives. It played DOOM. It beat Chrome Dino. Each time researchers were testing whether insect-level neural wiring could handle tasks it never evolved for. Now the same model controls a physical machine, and they dropped it straight into a maze. Cardboard walls, tight turns, no map given in advance. The robot's neural activity gets translated directly into motor commands, and those commands drove it through the maze and out the other side. Researchers are clear this isn't a biological brain in a robot. It's an engineered interface between a reconstructed nervous system and a machine body. But a fly's mind just solved a physical maze. Insect cognition is running real robots today. Human-scale digital brains doing the same thing feels a lot closer now. Wild breakthrough or the first step toward something we're not ready for?

FLY BRAIN PUT INSIDE PHYSICAL ROBOT. Not literally. They mapped all 166,700 real neurons from a fly's brain and rebuilt the entire wiring as a computational model. Every connection copied, nothing simplified. That simulated brain has already lived several lives. It played DOOM. It beat Chrome Dino. Each time researchers were testing whether insect-level neural wiring could handle tasks it never evolved for. Now the same model controls a physical machine, and they dropped it straight into a maze. Cardboard walls, tight turns, no map given in advance. The robot's neural activity gets translated directly into motor commands, and those commands drove it through the maze and out the other side. Researchers are clear this isn't a biological brain in a robot. It's an engineered interface between a reconstructed nervous system and a machine body. But a fly's mind just solved a physical maze. Insect cognition is running real robots today. Human-scale digital brains doing the same thing feels a lot closer now. Wild breakthrough or the first step toward something we're not ready for?

Zentrix⌚️

23,705 次观看 • 1 个月前

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

55,272 次观看 • 1 个月前

A DEAD FLY IS DRIVING MY ROBOT RIGHT NOW. Not a metaphor. A reconstructed neural map of a fruit fly - 166,700 neurons, 25.6 million synapses - is now running on my MacBook and steering a quadruped robot in my living room. Here's how it works: 1. MaleCNS - a full connectome reconstruction of an adult fly brain - runs as a live simulation on my laptop. 2. I used Codex to build a decoder that reads the simulation's neural activity and turns it into movement commands: forward, left, right. 3. Those commands get sent over Wi-Fi to the robot, which still uses its own firmware to drive all 12 servos. The brain only decides where to go, not how to move each leg. No scripts. No prerecorded paths. The simulation runs continuously, live, while the robot walks. The fly has been dead for years. But its reconstructed nervous system is producing real decisions again, in real time, controlling a machine that didn't exist when it was alive. Next step: feed the robot's sensors back into the simulation and close the loop. A dead brain that can finally feel the world it's walking through. This fly has been dead for years. Its brain runs on my laptop. Its decisions move a machine through my living room. One dead nervous system, walking again.

A DEAD FLY IS DRIVING MY ROBOT RIGHT NOW. Not a metaphor. A reconstructed neural map of a fruit fly - 166,700 neurons, 25.6 million synapses - is now running on my MacBook and steering a quadruped robot in my living room. Here's how it works: 1. MaleCNS - a full connectome reconstruction of an adult fly brain - runs as a live simulation on my laptop. 2. I used Codex to build a decoder that reads the simulation's neural activity and turns it into movement commands: forward, left, right. 3. Those commands get sent over Wi-Fi to the robot, which still uses its own firmware to drive all 12 servos. The brain only decides where to go, not how to move each leg. No scripts. No prerecorded paths. The simulation runs continuously, live, while the robot walks. The fly has been dead for years. But its reconstructed nervous system is producing real decisions again, in real time, controlling a machine that didn't exist when it was alive. Next step: feed the robot's sensors back into the simulation and close the loop. A dead brain that can finally feel the world it's walking through. This fly has been dead for years. Its brain runs on my laptop. Its decisions move a machine through my living room. One dead nervous system, walking again.

kiruwaaaa

77,997 次观看 • 1 个月前

166,700 fruit fly neurons are walking a robot cat across a desk right now. In September 2026, Google Research and HHMI Janelia mapped every neuron and every connection in an adult male fruit fly's full nervous system, brain, optic lobes, and ventral nerve cord together, and published it in Cell. The number is staggering on its own: 166,700 neurons, roughly 125 million synapses, the most complete nervous system map of any animal ever built. Now that exact wiring is running live, simulated neuron for neuron, inside a small robotic quadruped equipped with a camera and motion sensors. Movement comes in through the sensors, the biological circuitry fires the way it always did, and the output drives the robot's legs directly. No one wrote the balance logic. No one coded the gait. The insect's own nervous system does that job, just on legs it never had. To be clear about what this is and isn't: nothing biological is alive in this loop. It's a full computational reconstruction of real neural wiring, controlling hardware instead of an insect body. The brain is real. The body is borrowed. Remarkable proof that a mapped nervous system can drive any body you give it, or a preview of something people aren't ready to think through yet?

166,700 fruit fly neurons are walking a robot cat across a desk right now. In September 2026, Google Research and HHMI Janelia mapped every neuron and every connection in an adult male fruit fly's full nervous system, brain, optic lobes, and ventral nerve cord together, and published it in Cell. The number is staggering on its own: 166,700 neurons, roughly 125 million synapses, the most complete nervous system map of any animal ever built. Now that exact wiring is running live, simulated neuron for neuron, inside a small robotic quadruped equipped with a camera and motion sensors. Movement comes in through the sensors, the biological circuitry fires the way it always did, and the output drives the robot's legs directly. No one wrote the balance logic. No one coded the gait. The insect's own nervous system does that job, just on legs it never had. To be clear about what this is and isn't: nothing biological is alive in this loop. It's a full computational reconstruction of real neural wiring, controlling hardware instead of an insect body. The brain is real. The body is borrowed. Remarkable proof that a mapped nervous system can drive any body you give it, or a preview of something people aren't ready to think through yet?

Zentrix⌚️

232,543 次观看 • 1 个月前

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⌚️

323,275 次观看 • 1 个月前

I GAVE A DRONE THE BRAIN OF A FRUIT FLY Not a toy network with a handful of fake neurons. The actual wiring diagram of a real fly. 166,700 neurons, 25.6 million connections, mapped one synapse at a time. I call it FlyDrones. The drone's camera becomes the fly's eyes. Motion lights up the same neurons a real fly uses to see. Spikes race through the connectome down to the neurons that drive the wings. Those spikes become throttle and yaw. The brain has zero lines of flight code, just wiring. Swing a fly swatter at it. If the giant fiber (the fly's escape neuron) fires in time, the drone dodges. Open palm, fist, rush at the camera and it reacts like a fly. Built for Tello, Crazyflie, ArduPilot/PX4 and Betaflight quads via ESP32. Code is MIT, powered by Claude. Fork it and give your drone a brain.

I GAVE A DRONE THE BRAIN OF A FRUIT FLY Not a toy network with a handful of fake neurons. The actual wiring diagram of a real fly. 166,700 neurons, 25.6 million connections, mapped one synapse at a time. I call it FlyDrones. The drone's camera becomes the fly's eyes. Motion lights up the same neurons a real fly uses to see. Spikes race through the connectome down to the neurons that drive the wings. Those spikes become throttle and yaw. The brain has zero lines of flight code, just wiring. Swing a fly swatter at it. If the giant fiber (the fly's escape neuron) fires in time, the drone dodges. Open palm, fist, rush at the camera and it reacts like a fly. Built for Tello, Crazyflie, ArduPilot/PX4 and Betaflight quads via ESP32. Code is MIT, powered by Claude. Fork it and give your drone a brain.

Spike 1%

15,703 次观看 • 1 个月前

$BRAIN is live. the open-source fly-brain bridge has a ticker now, and the ticker is becoming the input for a physical robot. CA: 9LuwgFQemAoV9rgVBBtwbRSxBmamcRRbysEK8yL2pump what’s already done: the neural bridge is working. camera input becomes activity across eight virtual neural populations, and that activity becomes left and right motor commands IMU data feeds movement back into the model. smoothing, speed limits and a 500 ms watchdog are already built in the synthetic demo runs locally today. the ESP32 scaffold is ready for hardware integration the entire project is open source and MIT licensed github: what’s next, in order: the on-chain listener goes live. every $BRAIN transaction becomes a stimulus sent directly into the neural model then the physical robot connects. the wallet address determines which neurons activate, the amount determines the strength of the impulse, and the brain converts that reaction into movement then the livestream. every transaction, neural impulse and physical response visible in real time then user commands. spend $BRAIN to trigger a stronger reflex, request movement, temporarily control the robot, name a neuron or place your name on the stream the loop, plain: a transaction enters the neurons react the robot moves a Proof of Reflex is created with the transaction hash, neural activity map and video of the physical response the current brain is a small fly-inspired simulation. the bridge and local demo work today. the blockchain connection, physical robot and livestream are being built now the internet becomes its sensory organ. the blockchain becomes its nervous system. $BRAIN makes the body move.

$BRAIN is live. the open-source fly-brain bridge has a ticker now, and the ticker is becoming the input for a physical robot. CA: 9LuwgFQemAoV9rgVBBtwbRSxBmamcRRbysEK8yL2pump what’s already done: the neural bridge is working. camera input becomes activity across eight virtual neural populations, and that activity becomes left and right motor commands IMU data feeds movement back into the model. smoothing, speed limits and a 500 ms watchdog are already built in the synthetic demo runs locally today. the ESP32 scaffold is ready for hardware integration the entire project is open source and MIT licensed github: what’s next, in order: the on-chain listener goes live. every $BRAIN transaction becomes a stimulus sent directly into the neural model then the physical robot connects. the wallet address determines which neurons activate, the amount determines the strength of the impulse, and the brain converts that reaction into movement then the livestream. every transaction, neural impulse and physical response visible in real time then user commands. spend $BRAIN to trigger a stronger reflex, request movement, temporarily control the robot, name a neuron or place your name on the stream the loop, plain: a transaction enters the neurons react the robot moves a Proof of Reflex is created with the transaction hash, neural activity map and video of the physical response the current brain is a small fly-inspired simulation. the bridge and local demo work today. the blockchain connection, physical robot and livestream are being built now the internet becomes its sensory organ. the blockchain becomes its nervous system. $BRAIN makes the body move.

Frank

347,724 次观看 • 1 个月前

I uploaded a fly brain and GPT-6 Astra into a Vector robot I bought on eBay Vector was supposed to be a desk pet. Now it has a reconstructed fruit fly nervous system running inside it. MaleCNS gives it 166,700 simulated neurons and 25.6 million connections. GPT-6 Astra gives it vision. Astra sees the room through Vector's camera - furniture, walls, doors, objects on the floor - and turns the visual scene into sensory signals. The fly brain processes those signals and chooses where Vector should go next. Astra sees. The fly brain decides. Vector moves. > No joystick > No preset route > No one manually telling it to turn left or right It started roaming around my apartment, stopping in front of furniture, changing direction, and reacting to things in its path. I bought it on eBay because it looked like a cute little WALL-E. Now it has a brain, eyes, and a body. And it keeps looking at me like it knows I’m the reason it exists.

I uploaded a fly brain and GPT-6 Astra into a Vector robot I bought on eBay Vector was supposed to be a desk pet. Now it has a reconstructed fruit fly nervous system running inside it. MaleCNS gives it 166,700 simulated neurons and 25.6 million connections. GPT-6 Astra gives it vision. Astra sees the room through Vector's camera - furniture, walls, doors, objects on the floor - and turns the visual scene into sensory signals. The fly brain processes those signals and chooses where Vector should go next. Astra sees. The fly brain decides. Vector moves. > No joystick > No preset route > No one manually telling it to turn left or right It started roaming around my apartment, stopping in front of furniture, changing direction, and reacting to things in its path. I bought it on eBay because it looked like a cute little WALL-E. Now it has a brain, eyes, and a body. And it keeps looking at me like it knows I’m the reason it exists.

kiruwaaaa

54,929 次观看 • 1 个月前

$BRAIN just got a real brain. v0.4.0 runs the full MaleCNS v1.0 connectome: 166,700 neurons and 124M synapses firing in one spiking simulation. Camera motion now reaches identified fly visual neurons, travels through the wiring, and triggers real escape and steering circuits that produce motor commands. The loop already runs up to 6.5x real time on an RTX 3050. Shuffle the connectome and the behaviour vanishes. The wiring is doing the work. Next up: transaction → sensory neurons → 166,700-neuron brain → movement

$BRAIN just got a real brain. v0.4.0 runs the full MaleCNS v1.0 connectome: 166,700 neurons and 124M synapses firing in one spiking simulation. Camera motion now reaches identified fly visual neurons, travels through the wiring, and triggers real escape and steering circuits that produce motor commands. The loop already runs up to 6.5x real time on an RTX 3050. Shuffle the connectome and the behaviour vanishes. The wiring is doing the work. Next up: transaction → sensory neurons → 166,700-neuron brain → movement

Frank

12,037 次观看 • 1 个月前

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

137,016 次观看 • 8 个月前

33 years of human work went into mapping a brain smaller than a poppy seed. This is all of it, every one of its 139,255 neurons. 1 female fruit fly was sliced into 7,050 layers, each thinner than a virus, then shot in 21 million photos. AI traced the cells, and humans checked every wire by hand: scientists, students and gamers clicking for fun. The final map: 139,255 neurons 54.5M synapses 8,453 cell types 150 meters of wire folded into 1 speck No one had mapped a full adult brain before, not a mouse and not a human. A fly went first. In September 2026, Janelia and Google released the male, with 166,700 neurons mapped from brain to legs through an intact neck. 2 weeks later, the internet put the fly to work: It played Doom It flew a simulated drone with zero training It landed a simulated rocket 60 times out of 80 It wrote LinkedIn posts But the map only shows where the wires go, not how strong each one is. It has no voltages and no timing, like a circuit diagram with no values on it. Nobody knows what the fly is thinking, and it posts on LinkedIn anyway. It took 33 person-years to map 1 fly, and your head holds 617,000 of them.

33 years of human work went into mapping a brain smaller than a poppy seed. This is all of it, every one of its 139,255 neurons. 1 female fruit fly was sliced into 7,050 layers, each thinner than a virus, then shot in 21 million photos. AI traced the cells, and humans checked every wire by hand: scientists, students and gamers clicking for fun. The final map: 139,255 neurons 54.5M synapses 8,453 cell types 150 meters of wire folded into 1 speck No one had mapped a full adult brain before, not a mouse and not a human. A fly went first. In September 2026, Janelia and Google released the male, with 166,700 neurons mapped from brain to legs through an intact neck. 2 weeks later, the internet put the fly to work: It played Doom It flew a simulated drone with zero training It landed a simulated rocket 60 times out of 80 It wrote LinkedIn posts But the map only shows where the wires go, not how strong each one is. It has no voltages and no timing, like a circuit diagram with no values on it. Nobody knows what the fly is thinking, and it posts on LinkedIn anyway. It took 33 person-years to map 1 fly, and your head holds 617,000 of them.

Spike 1%

489,142 次观看 • 1 个月前

this is straight up the creepiest thing i’ve seen they wired 166,700 reconstructed fruit fly neurons into this android just to test movement, then the thing started doing something nobody asked for at first it was basic feedback. camera sees motion → fly network reacts → motors move. nothing crazy then it started turning toward people before they touched it the team thought it was sensor noise, so they killed the scripted behavior and ran the body again with only the fly network connected same thing head tracks a person across the room hand closes when someone gets too close body shifts when the lights go out the weirdest part came later they left the android alone for 17 minutes and the neural activity never settled. the fly network kept firing even with almost no new input, like it was running something internally 166,700 neurons is nothing next to a human brain but nobody told those neurons they were inside a human-shaped body either they wanted to see if a fly brain could control an android now they’re trying to figure out why it keeps looking back

this is straight up the creepiest thing i’ve seen they wired 166,700 reconstructed fruit fly neurons into this android just to test movement, then the thing started doing something nobody asked for at first it was basic feedback. camera sees motion → fly network reacts → motors move. nothing crazy then it started turning toward people before they touched it the team thought it was sensor noise, so they killed the scripted behavior and ran the body again with only the fly network connected same thing head tracks a person across the room hand closes when someone gets too close body shifts when the lights go out the weirdest part came later they left the android alone for 17 minutes and the neural activity never settled. the fly network kept firing even with almost no new input, like it was running something internally 166,700 neurons is nothing next to a human brain but nobody told those neurons they were inside a human-shaped body either they wanted to see if a fly brain could control an android now they’re trying to figure out why it keeps looking back

explos1ve

845,740 次观看 • 1 个月前

A FLY BRAIN IS PLAYING CRASH BANDICOOT. Not an AI. Not a bot. Not a script. 166,700 simulated neurons from a real fly connectome - actual measured wiring from an actual insect. The loop: → The game screen gets fed in as retinal input → 166,700 neurons fire, ~57,000 spikes per update → The spikes get decoded into stick X and stick Y → The controller moves No training. No reward function. No weights. Just wiring that evolved over 300 million years, ripped out of a bug and pointed at a PlayStation game. Neural latency: 7.8ms. Real-time factor: 0.99x. It cleared the level. PERFECT. We spent a decade teaching machines to see. A housefly has been doing it since before we existed.

A FLY BRAIN IS PLAYING CRASH BANDICOOT. Not an AI. Not a bot. Not a script. 166,700 simulated neurons from a real fly connectome - actual measured wiring from an actual insect. The loop: → The game screen gets fed in as retinal input → 166,700 neurons fire, ~57,000 spikes per update → The spikes get decoded into stick X and stick Y → The controller moves No training. No reward function. No weights. Just wiring that evolved over 300 million years, ripped out of a bug and pointed at a PlayStation game. Neural latency: 7.8ms. Real-time factor: 0.99x. It cleared the level. PERFECT. We spent a decade teaching machines to see. A housefly has been doing it since before we existed.

RGK

12,231 次观看 • 1 个月前

THIS IS GENUINELY THE MOST TERRIFYING THING I'VE EVER WATCHED they took the full wiring of a fruit fly, 166,700 neurons, and plugged it into an android hanging from the ceiling the fly it came from has been dead for years 1,000 artificial muscles, a skeleton, no face the fly brain was built for six legs and two wings this body has two legs, two arms and nothing to fly with nobody told it > minute 1, a twitch in the fingers > minute 4, the toes start curling like it's testing what it's attached to > minute 9, the knees lift one after the other, it's trying to walk on air > minute 20, someone walks underneath it and the kicking speeds up, you can hear the cables creak > minute 31, the lights go off and every muscle locks at once it found the rhythm a fly walks with and forced it onto human legs and when the lights went off, it did exactly what a fly does when a shadow passes over it, it froze and got ready to launch then came the part that made the room go quiet > it brought both hands up to its chest > started rubbing them together > slowly, over and over > the way a fly cleans itself there is no code in that body that tells it to do that it's 166,700 neurons doing what they've done for millions of years, inside a body they were never meant to have right now the cables are the only thing holding it up it learned to walk in one afternoon nobody wants to find out what it learns in a month and the next brain they're mapping is a mouse, 70 million neurons, about 400 times bigger than this one

THIS IS GENUINELY THE MOST TERRIFYING THING I'VE EVER WATCHED they took the full wiring of a fruit fly, 166,700 neurons, and plugged it into an android hanging from the ceiling the fly it came from has been dead for years 1,000 artificial muscles, a skeleton, no face the fly brain was built for six legs and two wings this body has two legs, two arms and nothing to fly with nobody told it > minute 1, a twitch in the fingers > minute 4, the toes start curling like it's testing what it's attached to > minute 9, the knees lift one after the other, it's trying to walk on air > minute 20, someone walks underneath it and the kicking speeds up, you can hear the cables creak > minute 31, the lights go off and every muscle locks at once it found the rhythm a fly walks with and forced it onto human legs and when the lights went off, it did exactly what a fly does when a shadow passes over it, it froze and got ready to launch then came the part that made the room go quiet > it brought both hands up to its chest > started rubbing them together > slowly, over and over > the way a fly cleans itself there is no code in that body that tells it to do that it's 166,700 neurons doing what they've done for millions of years, inside a body they were never meant to have right now the cables are the only thing holding it up it learned to walk in one afternoon nobody wants to find out what it learns in a month and the next brain they're mapping is a mouse, 70 million neurons, about 400 times bigger than this one

explos1ve

1,273,447 次观看 • 1 个月前

SOMEONE UPLOADED A REAL FLY BRAIN TO GITHUB. IT IS TRADING CRYPTO RIGHT NOW. This is not an AI. An actual mapped biological connectome (166,700 neurons) is doing real work across 5 insane open-source repositories. 1. stonkfly (646 stars) A fly brain trading Bitcoin. It watches BTC charts through digitized eye cells and places orders via Coinbase API. Profits trigger virtual dopamine neurons. 2. desktop-fly (946 stars) A 3D fly living on your desktop. 668 neurons dodge your mouse cursor using real biological escape circuits. 3. doomfly (263 stars) Plugging raw DOOM pixels directly into optical cells. It failed the learning benchmarks, but the open-source repo is live with all data. 4. fly64 (38 stars) The fly brain plays Super Mario 64. Firing escape neurons forces Mario to jump. Zero machine learning, just mapped biology. 5. ommatid (brand new) A 165,000 neuron connectome running on a basic Raspberry Pi, navigating a physical six-legged robot using a live camera feed. The entire Drosophila connectome is completely free under CC-BY licensing. Full list of repos in first reply ↓

shmidt

34,952 次观看 • 1 个月前

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

814,264 次观看 • 1 个月前

🪰 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

24,432 次观看 • 1 年前

THIS IS STRAIGHT UP THE CREEPIEST THING I'VE EVER SEEN they wired 166,700 reconstructed fruit fly neurons into this android just to see if it could move, and then it started doing things nobody programmed at first it was basic stuff. camera sees motion → fly network reacts → motors move. nothing special then it started turning toward people before they even reached it the team figured it was a bad sensor, so they stripped out every scripted behavior and ran the body again with only the fly network connected it did it again head tracks a person across the room hand closes when someone leans in too close body flinches when the lights go out the strangest part came later they left it alone in the room for 17 minutes and the activity never settled. the fly network kept firing with almost nothing coming in, like it was working on something by itself 166,700 neurons is nothing compared to a human brain but nobody told those neurons they'd ended up in a human-shaped body the whole point was to see if a fly brain could drive an android now they're trying to work out why it keeps looking back

THIS IS STRAIGHT UP THE CREEPIEST THING I'VE EVER SEEN they wired 166,700 reconstructed fruit fly neurons into this android just to see if it could move, and then it started doing things nobody programmed at first it was basic stuff. camera sees motion → fly network reacts → motors move. nothing special then it started turning toward people before they even reached it the team figured it was a bad sensor, so they stripped out every scripted behavior and ran the body again with only the fly network connected it did it again head tracks a person across the room hand closes when someone leans in too close body flinches when the lights go out the strangest part came later they left it alone in the room for 17 minutes and the activity never settled. the fly network kept firing with almost nothing coming in, like it was working on something by itself 166,700 neurons is nothing compared to a human brain but nobody told those neurons they'd ended up in a human-shaped body the whole point was to see if a fly brain could drive an android now they're trying to work out why it keeps looking back

explos1ve

98,667 次观看 • 1 个月前

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

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

Misch Strotz

43,792 次观看 • 1 个月前

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?

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?

hattie

9,599,810 次观看 • 8 个月前