Shape, Symmetries, and Structure: The Changing Role of Mathematics in Machine Learning Research

Henry Kvinge asks "What is the Role of Mathematics in Modern Machine Learning?"

Nov 16, 2024 • 

The Gradient

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Cole Frank

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April 2024

Financial Market Applications of LLMs

An article contributed by Richard Dewey, Co-founder and CEO of Proven, and Ciamac Moallemi, a William von Mueffling Professor of Business at Columbia…

Apr 20, 2024

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A Brief Overview of Gender Bias in AI

A small selection of important work done (and currently being done) to uncover, evaluate, and measure different aspects of gender bias in AI models

Apr 8, 2024 • 

Yennie Jun

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March 2024

Mamba Explained

Is Attention all you need? Mamba, a novel AI model based on State Space Models (SSMs), emerges as a formidable alternative to the widely used…

Mar 30, 2024 • 

Kola 🔑

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Car-GPT: Could LLMs finally make self-driving cars happen?

Exploring the utility of large language models in autonomous driving: Can they be trusted for self-driving cars, and what are the key challenges?

Mar 8, 2024 • 

The Gradient

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Do text embeddings perfectly encode text?

'Vec2text' can serve as a solution for accurately reverting embeddings back into text, thus highlighting the urgent need for revisiting security…

Mar 6, 2024 • 

Jack Morris

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February 2024

Why Doesn’t My Model Work?

On some of the issues that can cause a model to seem good when it isn’t, and ways in which these kinds of mistakes can be prevented

Feb 24, 2024 • 

Michael Lones

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January 2024

Deep learning for single-cell sequencing: a microscope to see the diversity of cells

On how Deep Learning has played as a key enabler for advancing single-cell sequencing technologies.

Jan 13, 2024

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December 2023

Salmon in the Loop

On fish counting – a complex sociotechnical problem in a field that is going through the process of digital transformation.

Dec 16, 2023 • 

The Gradient

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Article Early Access | Salmon the Loop

Preview of Salmon in the Loop for paying subscribers.

Dec 12, 2023 • 

The Gradient

October 2023

Article Early Access | The Artificiality of Alignment

Preview of "The Artificiality of Alignment" for paying subscribers.

Oct 2, 2023 • 

The Gradient

An Introduction to the Problems of AI Consciousness

On the discussions around the concept of AI consciousness that are now taking center stage in the AI community.

Oct 1, 2023 • 

The Gradient

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