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
Grok 4.6 Explained: xAI's Monthly Flagship Cadence, Pricing, and Independent Test Data
Last updated: 2026-08-23
xAI released Grok 4.6 on August 12, 2026: parameters grew from 1.5T to 2T, its nine-benchmark Intelligence Index matched GPT-5.6 Sol Max, and API pric
Warp Software Factories Explained: How Far Can "Out-of-the-Box" AI Development Go?
Last updated: 2026-08-23
Warp, the AI-native terminal company, released Warp Factories in August 2026 — packaging the AI software development workflow, from environment setup
NVIDIA B200 Explained: The Shortage, Power Draw, Export Controls, and the Alternatives
Last updated: 2026-08-26
The B200 is the flagship AI accelerator of NVIDIA's Blackwell architecture — and the hard currency of the 2026 compute race: an unprecedented shortage
Ox Alpha on OpenRouter Explained: Benchmarks, the GLM Fingerprints, and What We Actually Know
Last updated: 2026-08-26
Around August 20, 2026, an anonymous model called Ox Alpha appeared on OpenRouter as stealth/ox-alpha: a 1.05M-token context window, text/image/video
Google Nano Banana 2 (and 2.0 Lite) Explained: Gemini Default, Hands-On Findings, and the 24-Hour Google Earth Recall
Last updated: 2026-08-26
Nano Banana 2 is the lightweight image-generation model Google released in February 2026, instantly becoming the default in the Gemini app; a faster,
Cognition AI Explained: Devin, the $492M ARR, $40B Valuation Talks, and the SpaceX Rumor
Last updated: 2026-08-26
Cognition is the company behind Devin, the "first AI software engineer": in May 2026 it raised $1B at a $25B pre-money valuation ($492M ARR), and by A
AI Meeting Notes & Dictation Devices in 2026: Plaud's 2M Units, Camera-Free Glasses, and Subscription-Free Options
Last updated: 2026-08-26
AI meeting-notes and dictation devices have become a real hardware category: Plaud has shipped over 2 million units with software ARR past $100M; form
AI Model API Pricing Table (Live): Input/Output Rates and Context Windows Compared
Last updated: 2026-08-31
A live comparison of official API prices for major LLMs — input/output cost per million tokens and context windows, sourced from the model registry th
LLM Release & Listing Timeline (Continuously Updated): Our Official-Account Monitoring Log
Last updated: 2026-08-31
An automatically appended timeline of LLM releases, updates and price changes, based on our continuous monitoring of major AI vendors' official accoun