Archive - Articles of The Gradient

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 •

and

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

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 •

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 •

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 •

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 •

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 •

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

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 •

Article Early Access | Salmon the Loop

Preview of Salmon in the Loop for paying subscribers.

Dec 12, 2023 •

October 2023

Article Early Access | The Artificiality of Alignment

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

Oct 2, 2023 •

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 •

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