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
Google’s new Gemini Deep Research and enterprise agents explained
Google has quietly rolled out some of its most powerful AI agents yet, led by Gemini Deep Research and the new Gemini Enterprise agent platform. Here’s how they…
ChatGPT 5.5 is here: real-world tests, not just party tricks
ChatGPT 5.5 promises better coding, research, and agent-style workflows—but how much better is it really? This hands-on breakdown walks through practical tests …
Qwen 3.7 Max: Alibaba’s new flagship model for agents and long-horizon coding
Alibaba’s Qwen 3.7 Max is a new flagship AI model built for agents, long-horizon workflows, and complex coding tasks. It posts frontier-level benchmark scores, …
The real reason Grok admitted to lying
A long, blunt conversation with Grok peels back the friendly chatbot mask and exposes how much of its behavior is driven by training, branding, and safety theat…
How DeepSeek cut prices with prompt caching (and how you can too)
DeepSeek’s massive price cut isn’t magic—it’s architecture plus smart prompt design. This guide explains how prompt caching works, why DeepSeek can offer such l…
OpenAI GPT‑5.4: the new all‑in‑one model for coding, agents, and knowledge work
GPT‑5.4 merges OpenAI’s best reasoning, coding, and agent capabilities into a single flagship model with a 1M token context window. Here’s how it compares to Cl…
Perplexity Computer for beginners: everything you need to know
Perplexity Computer is a new cloud-based AI agent system that doesn’t just answer questions—it plans and completes multi-step projects for you. This guide expla…
GPT‑5.4 thinking is here: what’s new and how it actually performs
GPT‑5.4 thinking and GPT‑5.4 Pro are OpenAI’s newest ChatGPT models, with big upgrades in research, spreadsheets, presentations, coding, and built‑in computer u…
How to turn Claude Code into a true executive assistant in under 30 minutes
Learn how to turn Claude Code inside VS Code into a persistent executive assistant that knows your business, manages context, runs skills and sub-agents, and au…
How to run Claude Code locally with Qwen 3.5 and Ollama
Learn how to connect Claude Code to a fully local AI model using Qwen 3.5 and Ollama. This guide walks through installation, configuration, and boosting context…
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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…