Javier Marin – Medium

Javier Marin

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GoPenAI

When Scaling Laws Hit the Wall

Why Your Next AI Breakthrough Won’t Come from Bigger Models

Jul 2

When Scaling Laws Hit the Wall

Jul 2

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APE: How Biology Taught Me to Fine-Tune AI Models 33% Better

What if the secret to better AI wasn’t more computing power, but understanding how life itself learns and adapts?

Jun 10

APE: How Biology Taught Me to Fine-Tune AI Models 33% Better

Jun 10

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TDS Archive

Explainable Deep Neural Networks

May 30, 2021

Explainable Deep Neural Networks

May 30, 2021

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TDS Archive

Untangling AI systems

How physics can help us understand neural networks

Oct 26, 2024

Untangling AI systems

Oct 26, 2024

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TDS Archive

Synthetic Tabular Data Generation

Introducing nbsynthetic: a simple but powerful tabular data generation open source library for small datasets.

Sep 7, 2022

Synthetic Tabular Data Generation

Sep 7, 2022

Why I did AI Prompting Wrong (And What Actually Works)

The moment I realized I’d been solving the wrong problem

Jul 9

Why I did AI Prompting Wrong (And What Actually Works)

Jul 9

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Generative AI

I Stopped Using “Write Like Steve Jobs” Prompts

And Started Building Real Mental Models Instead

Jun 27

I Stopped Using “Write Like Steve Jobs” Prompts

Jun 27

Step by Step Guide to Get Out of AI Hype

A practical guide to advance in your AI implementation strategy

Jun 20

Step by Step Guide to Get Out of AI Hype

Jun 20

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Generative AI

Why Your AI Agents Need a Human Boss

I see how many leaders race to adopt multi-agent AI systems. Some call it the AI race, and not only between foundation model providers but…

Feb 18

Why Your AI Agents Need a Human Boss

Feb 18

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TDS Archive

Understanding Emergent Capabilities in LLMs: Lessons from Biological Systems

How natural systems fundamental laws help explain AI’s unexpected abilities

Jan 22

Understanding Emergent Capabilities in LLMs: Lessons from Biological Systems

Jan 22

Javier Marin

Javier Marin

Stats, ML/AI research, data, management, strategy. All views are my own applied research. Business inquiries: javier@jmarin.info

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