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Data Science

Data Science allows us to extract meaning from and interpret data.

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Fractal Patterns May Illuminate the Success of Next-Token Prediction

Fractal Patterns May Illuminate the Success of Next-Token Prediction

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5 min read
Robust Classification via a Single Diffusion Model

Robust Classification via a Single Diffusion Model

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4 min read
Constructors and Generators in Python

Constructors and Generators in Python

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1 min read
AstroPT: Scaling Large Observation Models for Astronomy

AstroPT: Scaling Large Observation Models for Astronomy

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3 min read
Chain-of-Thought Reasoning Without Prompting

Chain-of-Thought Reasoning Without Prompting

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4 min read
Print-N-Grip: A Disposable, Compliant, Scalable and One-Shot 3D-Printed Multi-Fingered Robotic Hand

Print-N-Grip: A Disposable, Compliant, Scalable and One-Shot 3D-Printed Multi-Fingered Robotic Hand

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4 min read
Influencer Cartels

Influencer Cartels

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4 min read
Your Transformer is Secretly Linear

Your Transformer is Secretly Linear

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4 min read
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization

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4 min read
Ephemeral Rollups are All you Need

Ephemeral Rollups are All you Need

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3 min read
DarkDNS: Revisiting the Value of Rapid Zone Update

DarkDNS: Revisiting the Value of Rapid Zone Update

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4 min read
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition

Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition

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4 min read
A Declarative System for Optimizing AI Workloads

A Declarative System for Optimizing AI Workloads

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4 min read
Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM

Demo Paper: A Game Agents Battle Driven by Free-Form Text Commands Using Code-Generation LLM

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4 min read
Data warehouse vs data lake

Data warehouse vs data lake

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8 min read
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