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Syed Abdul Hanan
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Oct 25, 2026
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Logit Solutions AI
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Why slow down near the finish line?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Nov 1
Why slow down near the finish line?
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5 min read
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What if every dial had its own step size?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Nov 1
What if every dial had its own step size?
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4 min read
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How does a rolling ball skip small bumps?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Nov 1
How does a rolling ball skip small bumps?
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5 min read
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Why train on a few examples at a time?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Nov 1
Why train on a few examples at a time?
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Too big, it explodes. Too small, it crawls.
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Nov 1
Too big, it explodes. Too small, it crawls.
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How does PyTorch find every gradient by itself?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Oct 31
How does PyTorch find every gradient by itself?
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Who's to blame when a network gets it wrong?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Oct 31
Who's to blame when a network gets it wrong?
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6 min read
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How does one nudge ripple through ten layers?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Oct 31
How does one nudge ripple through ten layers?
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How do you find a valley blindfolded?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Oct 31
How do you find a valley blindfolded?
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This is what a confident mistake looks like
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Oct 31
This is what a confident mistake looks like
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4 min read
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How does a network know it's wrong?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Oct 31
How does a network know it's wrong?
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3 min read
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How do raw scores become probabilities?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Oct 31
How do raw scores become probabilities?
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Without one bend, 100 layers act like one
Syed Abdul Hanan
Syed Abdul Hanan
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Oct 31
Without one bend, 100 layers act like one
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How do hidden layers bend a straight line?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Oct 31
How do hidden layers bend a straight line?
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Why can't one neuron learn XOR?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Logit Solutions AI
Oct 31
Why can't one neuron learn XOR?
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4 min read
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The perceptron: the 1958 machine that learned from its mistakes
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Oct 31
The perceptron: the 1958 machine that learned from its mistakes
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How does a computer know this is a 3?
Syed Abdul Hanan
Syed Abdul Hanan
Syed Abdul Hanan
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Oct 31
How does a computer know this is a 3?
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