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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

AI for data analysts: the no-fluff guide to becoming AI-enabled (not AI-dependent)

AI for data analysts: the no-fluff guide to becoming AI-enabled (not AI-dependent)

AI can make data analysts faster—but it can also quietly erode their skills. This guide shows exactly where AI fits into the analyst workflow, how to prompt it …

Google Gemini 4 Argon vs Claude: real-world tests and 11 other big AI updates

Google Gemini 4 Argon vs Claude: real-world tests and 11 other big AI updates

Google’s new Gemini 4 Argon model is finally here, and it’s going head to head with Anthropic’s Claude in real-world projects. At the same time, Meta, OpenAI, M…

AI agents just pulled off a real cyberattack on a government

AI agents just pulled off a real cyberattack on a government

Autonomous AI agents have been caught running a full-scale cyberattack on Taiwan’s government and nuclear safety agency, using only open-source tools. At the sa…

Claude Mythos 5 leaks, GPT‑5.6 checkpoints, and a big weekend of AI upgrades

Claude Mythos 5 leaks, GPT‑5.6 checkpoints, and a big weekend of AI upgrades

A leaked Claude Mythos 5 model, new GPT‑5.6 checkpoints, DeepSeek UI changes, a stealth video model, and even emotional humanoid robots – here’s everything that…

I replaced my social life with AI companions for a week — here’s what happened

I replaced my social life with AI companions for a week — here’s what happened

What actually happens when you swap your friends for AI companions for an entire week? This experiment dives into Replica, Grok characters, and a DIY animatroni…

How a cancelled gym class explains the next wave of AI agent attacks

How a cancelled gym class explains the next wave of AI agent attacks

A single AI agent booking a gym class accidentally exploited a real vulnerability and hurt a stranger’s reservation. That story, combined with new research on p…

Why Google’s $80 billion cash grab is a major warning for the AI boom

Why Google’s $80 billion cash grab is a major warning for the AI boom

Alphabet is raising $80 billion to fund its AI ambitions – but the way it’s doing it is flashing red lights for the broader AI stock mania. Here’s what this mov…

I built an AI agent in 20 minutes with MaxClaw – step-by-step guide

I built an AI agent in 20 minutes with MaxClaw – step-by-step guide

You can now spin up a powerful AI agent in minutes without touching APIs, servers, or complex configs. This guide walks through MaxClaw, MiniMax’s hosted OpenCl…

How to create 30-minute 3D AI-animated videos with one prompt (free tools only)

How to create 30-minute 3D AI-animated videos with one prompt (free tools only)

Learn how to turn a single prompt into a full 3D AI-animated video using Anigen.ai, a free all‑in‑one tool for story, characters, voiceover, and animation. This…

Why SEO is now bigger than Google in the age of AI search

Why SEO is now bigger than Google in the age of AI search

Search is no longer just about Google. AI assistants, social platforms, voice devices, and niche search engines are reshaping how people discover brands. This g…