Guides

In-depth evergreen guides written around real search needs: AI safety, model evaluation and industry events, grounded in our ongoing reporting and public benchmark data.

Claude Opus 5 & GPT-5.6 Jailbreak Claims: What Benchmark Data Actually Shows

Last updated: 2026-08-21

A 2026 universal jailbreak claim covers GPT-5.6, Claude Opus 5 and other frontier models. This guide covers the timeline, what "jailbreak" technically

AI Text Watermarking Explained: The Claude Watermark Backlash, How It Works, and the EU AI Act

Last updated: 2026-08-21

Anthropic began embedding machine-readable watermarks in Claude outputs in August 2026, triggering user backlash. This guide explains how text waterma

Qwen 3.8 27B Explained: Who Makes It, the Benchmark Debate, and Independent Test Data

Last updated: 2026-08-21

Alibaba's Qwen 3.8 27B open model beats some closed frontier models on LiveCodeBench and runs on consumer hardware — but a distillation controversy fo

Andrew Ng's Agentic Knowledge Graphs Course: Full Syllabus, Key Ideas, and Who It's For

Last updated: 2026-08-21

Andrew Ng released a free one-hour course on building agentic knowledge graphs from scratch, architecting multi-agent systems on graphs, with hands-on