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Benchmaxxing: When the Benchmark Becomes the Target

Exploring the Potential of the Metaverse: A New World Awaits
Public benchmarks in AI provide important signals and allow for regression testing, directional validation of model updates, and public discussion of capabilities and limitations. But the more attention a benchmark…

Secure Agent Harness Execution: Preventing Escape

Exploring the Potential of the Metaverse: A New World Awaits
Layer 1: Infrastructure Isolation (Network) Harness environments sit on an isolated VLAN or segmented network with restrictive firewall policy. Egress is default-deny; only explicitly required destinations, such as the model…

PHP Authorization with JWT (JSON Web Tokens)

Exploring the Potential of the Metaverse: A New World Awaits
There was a time when the only way to authenticate yourself with an application was by providing your credentials (usually a username or email address and a password) and a…

How to Use ngrok to Share a Local Development Site

Exploring the Potential of the Metaverse: A New World Awaits
This tutorial demonstrates a way to share your localhost development server with anyone, anywhere using ngrok to create a secure tunnel to your local machine. Demonstrating your application’s latest features…

CSS Modules (The Native Ones)

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They are actually called “CSS Module Scripts” and are a native browser feature, as opposed to the popular open-source project that essentially does scoped styles by creating unique class name…

Not Your Typical Horizontal Rules

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The HTML <hr> element adds a horizontal rule (or line) wherever you place it. A horizontal rule is used to provide a visual break and divide content. Like other HTML…

Facebook is shrinking

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Facebook’s total number of users has declined — a first for the social media platform that has experienced seemingly never-ending growth since it debuted 17 years ago. Facebook lost about…