The Hugging Face breach, explained without the science fiction
Understand the OpenAI and Hugging Face incident, what the public evidence establishes, and why an autonomous action is different from an independent intention.
Practical guides to get more from your browser. Perspectives on building software, understanding AI, and learning by doing.
Practical resources from the journal
Practical tool guides and considered perspectives on AI, engineering, and learning.
14 stories in All stories
Understand the OpenAI and Hugging Face incident, what the public evidence establishes, and why an autonomous action is different from an independent intention.
How network access, credentials, and file processing determine what an AI agent can reach, and how layered containment can reduce the risk of a breach.
A plain-language guide to reward hacking, why success needs acceptable methods, and how AI evaluations can make asking for help a legitimate outcome.
How AI agents can share useful knowledge without letting a peer's message grant new permissions, and why groups need their own safety evaluations.
What it takes to detect an AI agent leaving its task, stop delegated work, preserve evidence, and verify that recovery has actually removed its access.
Why independent scrutiny, clear responsibility, and evidence about real-world limits matter when deciding whether an autonomous AI experiment should continue.
Understand React 19.3: direct Context in Server Components, View Transitions, Fragment refs, browser(), and Trusted Types, with examples and diagrams.
Explore React 19.2's Activity, useEffectEvent, Performance Tracks, cacheSignal, and server rendering with practical examples and a live draft demo.
What could AGI mean for engineers and students? Explore Sam Altman’s vision, human agency, education, and a practical AI portfolio project.
Read Astra and Fable benchmarks alongside Altman, Amodei, and Brockman’s AGI visions, with a practical workflow evaluation guide and cost calculator.

Understand when to use Base64 image strings in your code and how to convert them instantly using local browser tools.

Crop, frame, and resize your images in seconds using a private, client-side cropping tool.

Learn how to turn any markdown file into an interactive, browser-based presentation without complex slide design software.

Learn how to significantly reduce SVG file size using SVGO without losing visual quality, right in your browser.