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Welch Labs

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"Great math & science stories. ".....

Why Deep Learning Works Unreasonably Well
Welch Labs
The F=ma of Artificial Intelligence [Backpropagation]
Welch Labs
The Misconception that Almost Stopped AI [How Models Learn P
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How DeepSeek Rewrote the Transformer [MLA]
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ChatGPT is made from 100 million of these [The Perceptron]
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The Dark Matter of AI [Mechanistic Interpretability]
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What is the i really doing in Schrödinger's equation?
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Kepler’s Impossible Equation
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Imaginary Numbers and Astronomy
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How Kepler handled his impossible equation.
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Quick! Can you solve for E?
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Kepler’s Impossible Equation
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Neural Scaling Laws full video out now!
Welch Labs
AI can't cross this line and we don't know why.
Welch Labs
LLMs cheating on benchmarks?
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Neural Network is a Ridiculous Name.
Welch Labs
How AI models see the world.
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Emergent Properties of Language Models.
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The efficient compute frontier.
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Alexnet in 60s.
Welch Labs
Neural Scaling Laws.
Welch Labs
Activation Atlas Posters! welchlabs.com/reaources
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The moment we stopped understanding AI
Welch Labs
The most beautiful equation in math, explained visually [Eul
Welch Labs
The moment we stopped understanding AI [AlexNet]
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Modern Science.
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Final plot twist.
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Awakened from a sleep.
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Magic Number.
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Creating the oval.
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The Egg.
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The final nail in the circular coffin.
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Circles must die.
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Mathematically.
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Kepler on a mission
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A Powerful Prediction.
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40% error 😳
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Side View
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A New Species
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Full video now live!
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How the Bizarre Path of Mars Reshaped Astronomy [Kepler'
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Link to posters in bio! welchlabs.com/resources
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Tycho Dies.
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For Kepler’s model to work…
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The equant.
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Kepler Began.
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Fixing the Sun.
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Retrograde motion
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The Ptolemaic Model
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Kepler’s Origin
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