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
DeepSeek V4 is here: inside the 1.6T-parameter Pro and ultra-efficient Flash models
DeepSeek V4 has arrived with a 1.6 trillion parameter Pro model and a highly efficient Flash variant that promise huge leaps in reasoning, coding, and long-cont…
DeepSeek V4: 1M token context, hybrid attention, and what actually matters
DeepSeek V4 has arrived with two new Mixture-of-Experts models, a claimed 1M-token context window, and a novel hybrid attention mechanism that slashes KV cache …
ChatGPT GPT 5.5 vs Claude Opus 4.7: real tests, real use cases
Benchmarks don’t tell you which AI model to actually use. This breakdown compares GPT 5.5 and Claude Opus 4.7 across real tasks like research, app building, des…
How to build self-improving Claude Code skills using Karpathy’s system
Most Claude Code skills are just static markdown files that forget everything. This guide shows how to turn them into “super skills” that remember, connect to l…
23 advanced ChatGPT use cases that feel like cheating at life
Most people use only a tiny fraction of what ChatGPT can actually do. This guide walks through 23 powerful, practical ways to turn ChatGPT into your second brai…
Anthropic’s Mythos 1 is coming: why this model could rewrite cybersecurity
Anthropic’s Mythos 1 model is quietly moving from restricted research tool to real-world product, after uncovering tens of thousands of critical software vulner…
How to turn Claude Opus 4.7 into a high-demand digital product machine
Claude Opus 4.7 and Claude Code make it possible to build interactive mini web apps—like social media dashboards—in under an hour, without writing code. Here’s …
I tested DeepSeek V4 vs Opus 4.7 vs GPT 5.5: which model should you actually use?
GPT 5.5, Claude Opus 4.7, and DeepSeek V4 all look strong on benchmarks—but how do they behave in real coding workflows? This breakdown compares cost, performan…
Nano Banana finally dethroned? Deep dive into GPT Image 2.0
GPT Image 2.0 is a major leap for AI image generation, especially in text accuracy, reasoning, and realistic visuals. Here’s how it stacks up against Nano Banan…
Is using Suno really songwriting?
AI music tools like Suno can turn a rough vocal or a short prompt into a full track in seconds. But does that mean you actually wrote the song? This article unp…
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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…