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Machine Learning Pills

David Andrés

Weekly pill-sized articles on key AI, Machine Learning and Data Science concepts.

Platform
Substack
PricingFreemiumPublishesTwice weekly
Issues209Founded4 years agoLast Issue8 days ago
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Latest Issues

Weekly Dose #15 - AI Is Becoming Controlled Infrastructure

📰 The Weekly Dose

Welcome back to the Weekly Dose: your 5-minute breakdown of the AI/ML news that changed how us builders should think this week.

This edition covers August 15 to August 22, 2026. No stale benchmark victory laps. No rec...

8 days ago
6
1

Issue #138 - From Average Effects to Personalised Decisions

💊 Pill of the Week

In Part 1, we set up the problem: causal effects are defined by counterfactuals, and counterfactuals are never observed. In Part 2, we worked through the classical estimation toolkit, from randomised experiments to ad...

10 days ago
3

Weekly Dose #14 - AI Execution Is Getting Faster, Cheaper, and Harder to Control

📰 The Weekly Dose

Welcome back to the Weekly Dose: your 5-minute breakdown of the AI/ML news that matters when you’re building, evaluating, deploying, or operating AI systems.

This edition covers 8 August to 15 August 2026 only. No sta...

14 days ago
2

Issue #139 - Bayesian Models: How Sure Are You?

💊 Pill of the Week

Your model says the conversion rate is 30%. Your stakeholder asks two things next: How sure are you, and what should we do about it?

A single number answers neither. A Bayesian model answers both. That is the whole p...

17 days ago
12
1

Weekly Dose #13 - When AI Can Invent Attacks, Sandboxes Are Not Enough

📰 The Weekly Dose

Welcome back to the Weekly Dose: your 5-minute breakdown of the AI/ML news that matters when you’re building, evaluating, deploying, or operating AI systems.

This edition covers 1 August to 8 August 2026 only. No stal...

21 days ago
3

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  • David Andrés

    \ud83d\udcbc Senior AI Engineer / Data Scientist • \ud83d\udc0d Python enthusiast

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