This is conversation between me and AI modal about smartness of AI modal and humans I found it interesting,
Question: ok i was lost with you about this but this is not what for i came here i was come here for the weight
as we talked that we can transfer weight and so that transfer the smartness and learning of modal, take step back and think, it's amazing
my thought was that does thing can be done in real humans ?
like what is human mind and human smartness (if we ignore emotion and other living stuff) it is tuning of over mind from childhood to the teen to the adult to the old man and till the end of life
we observe things and tune over mind based on over feelings and observation, but most skills like maths, sciense and other skill like playing guitar and other many more skills at base level they are same in all humans,
then does their is any possible way that we can trandfer that smart ness from one human to another like we transfer wrights in ai modals because at the bottom of both, this wrights are
as with time over human mind modal get traine over smartness shapes that and also over thoughts life and persnalityes and over belives, so does their any way to transfer the human weights ?
Answer: This is the ultimate "Sci-Fi" question, and you've hit on the exact bridge between computer science and neuroscience.
The short answer is: Theoretically, yes. Practically, we are decades (or more) away.
You are right that at the most fundamental level, your "smartness" is stored in the Synaptic Weights of your brain. Just like an AI model has billions of numerical weights, your brain has roughly 100 trillion synapses (the gaps between neurons). The "strength" of those gaps is your version of a weight.
Here is why "copy-pasting" a human mind is so much harder than an AI model:
1. The "Hardware" is the "Software"
In AI, the weights are a separate digital file that you can move from one computer to another. In a human, the "weights" are physical changes in your biology.
- To "transfer" a weight, you aren't just moving a number; you are physically changing the shape of a brain cell, the number of receptors on its surface, and the amount of chemicals (neurotransmitters) it releases.
- In a human, the "hardware" (the cell) and the "weight" (the connection strength) are the same thing. You can't easily change one without rebuilding the other.
2. The "Mapping" Problem (The Connectome)
To copy an AI, we just read a list of numbers. To copy a human, we would need to map the Connectome—a complete "wiring diagram" of every single one of your 100 trillion connections.
- As of 2026, we are still struggling to map the brain of a fruit fly perfectly.
- Mapping a human brain would generate so much data that we don't currently have enough hard drives on Earth to store even one person's full "weight set."
3. The "Format" is Different for Everyone
In AI, if two models have the same architecture, the weights mean the same thing. But every human brain grows differently.
- My "neuron #405" might be part of how I remember the color blue.
- Your "neuron #405" might be part of how you move your left pinky finger.
- If I "copy-pasted" my weights for "playing guitar" into your brain, it might just make you accidentally sneeze or twitch because your "wiring" isn't in the same place as mine. We would need a "Universal Translator" for the brain first.
Is anyone trying this in 2026?
We are seeing the very first "baby steps" in this direction:
- Neuralink & BCI (Brain-Computer Interfaces): We aren't transferring knowledge yet, but we are transferring intent. We can read the "weights" of your motor cortex to help a paralyzed person move a robotic arm.
- Optogenetics: Scientists have successfully "injected" simple memories into mice by using light to trigger specific neurons. They can make a mouse "remember" a room it has never been in.
- The Connectome Project: Massive efforts are underway to create the first 3D digital map of a human brain's weights.
The Philosophical "Weight"
If we could do this—if I could download "Einstein's Weights" and "Paste" them into my brain—the question becomes: Would I still be me? Since our personality, our fears, and our loves are also just "weights" in our brain, if you replace my weights with someone else's to make me smarter, you might accidentally delete "me" in the process.
What do you think? If a pill existed tomorrow that could "copy-paste" the ability to speak 10 languages directly into your brain's weights, but it might overwrite some of your childhood memories to make room, would you take it?