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
Stop paying: how to use Google Vids VEO 3.1 for free, unlimited AI video creation
Google’s Vids and VEO 3.1 now let you generate images, videos, and voiceovers for free—no pro subscription required. Here’s how to use the hidden features to bu…
How to use AI to write a 65,000-word non-fiction book for Amazon KDP in under an hour
Learn how to go from niche idea to a fully formatted 65,000-word non-fiction book for Amazon KDP using AI. This step-by-step guide covers niche research, valida…
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…
Geoffrey Hinton explains why 'superintelligence' talk is dangerously confused
Geoffrey Hinton, often called the 'godfather of AI', warns that more powerful AI systems could soon self‑replicate, evade shutdown, and eventually surpass human…
Needle: the tiny on-device LLM that behaves more like Jev than ChatGPT
Needle is a free, tiny, on-device LLM designed for precise automation, not open-ended chat. It runs locally on laptops and even small devices like remotes or ro…
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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…