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
ChatGPT Plus vs Claude Pro vs Gemini Pro: which $20 AI plan is actually worth it?
Almost every major AI chatbot now has a $20/month plan, but they’re not created equal. This guide compares ChatGPT Plus, Claude Pro, and Gemini Pro across writi…
Google’s new NotebookLM auto-sync update is a game changer for businesses
Google has quietly fixed one of NotebookLM’s biggest pain points: keeping your AI workspace in sync with your Google Drive. Here’s how auto-sync works, the feat…
Agent loops finally explained in plain English
Agent loops are not about running fleets of AI agents 24/7. They’re about replacing yourself as the person who keeps prompting the model, by giving the AI a cle…
Fusion agents and apps: the first real shape of practical AGI
AI is starting to look less like a chat box and more like a working system. Fusion-style multi-agent setups and app-generating agents like Abacus hint at a prac…
GPT‑5.6 vs Claude Mythos 5: what the leaks are really telling us
Leaked details suggest OpenAI’s GPT‑5.6 and Anthropic’s Claude Mythos 5 are about to redefine what top‑tier AI models can do. Here’s how they compare on UI gene…
Can you actually run DeepSeek V4 locally on consumer GPUs?
DeepSeek V4 is here, but running it locally on day one is much harder than many expected. Here’s what currently works, what doesn’t, and what to realistically w…
New Gemini 3.5 Flash features explained and how to use them
Google delayed Gemini 3.5 Pro, but quietly shipped Gemini 3.5 Flash as the new default model. Here’s what Flash can actually do, how it compares on price and pe…
Claude Fable 5 vs Opus 4.8 vs GPT‑5.5 Codex: which AI builds the best platformer?
Three top AI models were given the exact same prompt: build a complete Mario-style platformer in a single HTML file. Here’s how Claude Fable 5, Claude Opus 4.8,…
GPT 5.5 vs Opus 4.8 vs Gemini 3.5: which AI model should you actually use?
GPT 5.5, Claude Opus 4.8, and Gemini 3.5 Flash are all powerful coding and agentic models, but they shine in different areas. This guide breaks down where each …
China’s free Kimi model, GPT‑5.5, Grok 4.3 and 12 more AI updates you shouldn’t miss
A free Chinese model just outperformed Claude and ChatGPT on one of the toughest AI exams, OpenAI quietly rolled out GPT‑5.5 and workspace agents, and Elon’s Gr…
-
Claude Opus 4.8 - Claude Opus 4.8 is Anthropic's most advanced AI model, excelling at coding, reasoning, writing, and agentic tasks. Avail…
-
Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
-
Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
-
Playground OpenAI - OpenAI Playground lets you test prompts, compare models, and explore text, image, and other AI workflows in one place. I…
-
Claude Code - Claude Code is an AI coding assistant from Anthropic that helps you read, edit, test, and automate work across a codebas…
-
Cursor - Cursor is an AI coding agent and editor for developers who want faster coding, debugging, refactoring, and code review. …
-
Codex - Codex is OpenAI's AI coding agent that writes features, fixes bugs, runs tests, and prepares code for review. It's built…
-
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 …
-
NVIDIA Cosmos - NVIDIA Cosmos is a physical AI platform for generating and reasoning about real-world video and simulation data. It is b…
-
Aardvark - Aardvark is OpenAI’s AI security researcher that scans codebases for vulnerabilities and suggests fixes. It is built for…