this post was submitted on 07 Oct 2026
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[–] LouNeko@lemmy.world 182 points 3 days ago (4 children)

More accurately:
>looks inside
>matrix multiplication

[–] Gladaed@feddit.org 28 points 3 days ago (1 children)

Max(input*weights, 0) is an if in a sense, I guess.

[–] mrchampion@lemmy.world 4 points 2 days ago (1 children)

Good old ReLU. I've heard that CNN's perform better when using ReLU as the activation func, and that's probably why; ReLU acts as a filter on the image's features.

[–] Gladaed@feddit.org 9 points 2 days ago

Nah. Without a nonlinearity you just get a linear combination of inputs instead of the output of a deep neural network. ReLU or Ramp is just the simplest possible non linearity. Using a simple function can enable using deeper networks yielding even better performance.

It's actually somewhat of a headache, numerically. Works well enough tho.

[–] Flower@sh.itjust.works 12 points 2 days ago

Had one guy asking if AI is conscious. I said the whole thing is actually one very big excel sheet, so does he think that excel can be conscious? Anyway, I think the guy is now in a relationship with office.

[–] Epzillon@lemmy.world 14 points 2 days ago (2 children)

Yes, it is inherently incorrect, I just think that increases the fun factor. It reminds me of that guy who wrote a prime-checker for his thesis and it was just a massive list of if-statement

[–] weps@lemmy.world 33 points 2 days ago

98% accurate prime checker, super fast

isPrime() return False;

[–] Rhaedas@fedia.io 5 points 2 days ago (1 children)

A transistor is on or off. It's all if-then.

[–] Viceversa@lemmy.world 4 points 2 days ago* (last edited 2 days ago) (1 children)

No, it's more elemental: it's all ands , ors and nots

[–] nop@lemmy.world 4 points 2 days ago

Boolean math let's you convert it all to nand gates. For ease of manufacturing this is what is done.

[–] glibg10b@lemmy.zip 10 points 2 days ago (2 children)

Matrix multiplication, activation functions and softmax. Also some matrix addition sometimes. That's literally it

[–] Viceversa@lemmy.world 5 points 2 days ago

Everything is quantum field fluctuations.
That's literally it.

[–] agamemnonymous@sh.itjust.works 1 points 2 days ago* (last edited 2 days ago)

I mean yeah, the mechanism itself is straightforward, but isn't a big thing that we don't really know what it chooses for its... basis vectors? Something like that, I don't do programming and I'm out of practice with matrices