Essays by Dario

Machines of Loving Grace 2024

A detailed vision of how AI could transform health, science, economics, and governance — if developed responsibly. Not a prediction, but a conditional optimism.

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The Adolescence of Technology 2025

On the awkward middle period of powerful technologies — too capable to ignore, too immature to trust fully. A framework for navigating the current moment.

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On DeepSeek and Export Controls 2025

A clear-eyed analysis of compute geopolitics and why export controls matter for the trajectory of AI development.

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Daniela on leadership & safety culture

Anthropic's Responsible Scaling Policy 2023

Co-authored framework defining capability thresholds and the safeguards required at each level. Daniela's operational perspective shaped its real-world enforceability.

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Building Trust in AI 2024

Daniela's public remarks on why trust with governments, enterprises, and the public requires operational transparency — not just technical capability.

Core Views on AI Safety

Scaling a Safety-First Company 2025

On maintaining founding principles during hypergrowth — from 30 people to 1,000+ while keeping safety culture intact. Covers hiring, decision-making structures, and institutional design.

Anthropic Research

Research papers

Constitutional AI 2022

Introduced RLAIF — training AI systems using written principles rather than relying solely on human feedback. Foundational to Claude's alignment approach.

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Scaling Laws for Neural Language Models 2020

Demonstrated that model performance follows predictable power laws with respect to compute, data, and parameters. Shaped how the industry thinks about scaling.

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Sleeper Agents 2024

Research showing that deceptive behaviors can persist through standard safety training. Important for understanding the limits of current alignment techniques.

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Toward Monosemanticity 2023

Interpretability research identifying individual features in neural networks. A step toward actually understanding what models compute.

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Op-eds

AI Needs Basic Transparency Rules 2025

Published in the New York Times. Argues for minimum disclosure standards in AI development.

NYT

Trump Can Keep America's AI Advantage 2025

Published in the Wall Street Journal. On maintaining U.S. leadership in AI through strategic investment and policy.

WSJ