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
How to build an AI-powered app in 2026: a practical 9-step roadmap
Building an AI app in 2026 can be smooth or chaotic depending on your process. This 9‑step roadmap walks you through planning, tools, coding with AI, testing, d…
Google’s Omni Flash video model and the real future of AI filmmaking
Google has launched Omni Flash, a new “nano banana for video” model built into Gemini and Google Flow. Here’s how it actually performs against Seedance, why Goo…
GPT image 2 finally fixes text and photorealism in AI image generation
GPT Image 2 dramatically improves AI image generation, especially for text-heavy designs, multilingual typography, and photorealistic photos. Here’s how it work…
Bull vs. bear: Micron’s AI chip boom and what it means for investors
Micron has exploded higher on the back of surging AI chip demand, a massive analyst price target hike, and expectations of a multi‑year memory shortage. This ar…
AI and the future of work: threats, opportunities, and what we can do now
AI is reshaping work faster than past technological revolutions. Two leading MIT economists explain how it could hollow out jobs, supercharge inequality, or be …
Best AI video generators: top tools for realism, animation, and free plans
AI video tools have gone from glitchy experiments to near-camera-quality footage in just a year. This guide compares the top generators for realism, stylized an…
AI coding works – and that’s exactly the problem
AI coding tools have moved far beyond party tricks and autocomplete. As agentic systems start handling complex software tasks end-to-end, the entire career ladd…
The fastest way to start using AI agents in your business and life
AI agents are no longer just for engineers. With tools like Claude, Claude Co-Work, and OpenClaw, non-technical founders, executives, and creators are already a…
Free GPU + your own AI image API in 15 minutes (no credit card needed)
Learn how to run Stable Diffusion XL on a free Google Colab GPU and expose it as a real REST API using FastAPI and ngrok. No paid APIs, no local GPU, just your …
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…
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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…