Scale AI — All Guides
Scale AI helps enterprises build, test, and improve AI systems with training data, model evaluation, and deployment tools. It is best for teams that need reliable AI workflows at scale.
Guides & Articles
Former Anthropic researcher doubles down on AI extinction warning
A former Anthropic researcher told New York City lawmakers that advanced AI systems could become uncontrollable within years, as whistleblowers, city officials,…
I tried every major AI video generator so you don’t have to
We ran the same prompt through today’s leading AI video models to see which ones are actually worth using. Here’s how Minimax Halo, Alibaba’s Wan 2.7, ByteDance…
Why AI credit spreads are suddenly flashing 2008-style warning signs
The AI boom has mostly been framed as a stock market story, but the real stress is now showing up in debt markets. Rising credit default swap costs, weaker bond…
Stripe just bought OpenRouter and a tollbooth on the AI highway
Stripe is reportedly spending around $7 billion to acquire OpenRouter, a platform that routes traffic across 400+ AI models. Here’s why this huge multiple makes…
OpenAI’s GPT‑5.4 Pro might now be the smartest AI model in the world
OpenAI’s new GPT‑5.4 Pro model is setting records on cutting‑edge reasoning, math, web browsing, and real‑world work benchmarks—but it comes with a high price t…
Grok AI uncovered the method Egyptians used to cut granite — and it shouldn’t exist
New analysis by Grok AI of Egypt’s Aswan granite quarries suggests the stone was cut with machine‑like precision that doesn’t match any known Bronze Age tools. …
Is the $31 trillion AI stock boom a bubble waiting to burst?
AI and semiconductor stocks now make up an unprecedented share of the U.S. market, driving major indexes higher while most stocks lag. This article breaks down …
How to create tiny world miniature rescue videos with AI
Miniature rescue videos are exploding on TikTok and Instagram, but YouTube is still wide open. This guide walks you through using Robo Neo AI to generate emotio…
DeepSeek’s 75% price cut and what it means for AI valuations
China’s DeepSeek is making a 75% price cut on its flagship V4 Pro model permanent, pushing AI token prices toward near-zero. This raises big questions about how…
AI QA agents explained: how Amikoo helps testers keep up with 10x code
Modern dev teams are shipping far more code than traditional QA can handle. This article explains how Amikoo, an AI-powered QA agent, works alongside testers an…
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Claude Opus 4.8 - Claude Opus 4.8 is Anthropic's most advanced AI model, excelling at coding, reasoning, writing, and agentic tasks. Avail…
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Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
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Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
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Playground OpenAI - OpenAI Playground lets you test prompts, compare models, and explore text, image, and other AI workflows in one place. I…
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Claude Code - Claude Code is an AI coding assistant from Anthropic that helps you read, edit, test, and automate work across a codebas…
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Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
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Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
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Llama 3.2 - Llama 3.2 is Meta’s open model family for text and vision tasks. It’s built for developers, researchers, and teams that …
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NVIDIA Cosmos - NVIDIA Cosmos is a physical AI platform for generating and reasoning about real-world video and simulation data. It is b…
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Aardvark - Aardvark is OpenAI’s AI security researcher that scans codebases for vulnerabilities and suggests fixes. It is built for…