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 website full tutorial for beginners 2026: create a complete site with Wix Harmony
Building a professional website no longer requires coding, big budgets, or long timelines. This step‑by‑step guide shows you how to use Wix Harmony’s AI to go f…
Why so many programmers still resist AI coding tools
Most developers now use AI coding tools, but trust in those tools is at an all-time low. Underneath the public arguments about bugs, security, and productivity …
How to make a 3D-style AI movie from a single image
You can build a full, cinematic AI movie starting from just one photo. This guide walks through creating a character sheet, generating scenes with consistent st…
How to use AI image generation to visualize and tighten your screenplay
AI doesn’t have to write your script to be useful. Here’s how you can use AI image generation as a behind-the-scenes visualization tool to clarify action, sharp…
Vibe coding is dead: why AI won’t replace real software engineering
“Vibe coding” promised that anyone could build apps just by chatting with an AI. A year later, the hype has crashed into reality. Here’s why AI won’t replace re…
Apple just changed the AI game: why its next trillion-dollar bet is on-device
Apple’s new hardware-first leadership isn’t just a CEO swap – it’s a signal that Apple is walking away from the cloud AI arms race and doubling down on on-devic…
DeepSeek V4, GPT-5.5, and 16,000 lost jobs: what this week in AI really means
DeepSeek V4 now runs on Chinese chips, OpenAI has released GPT-5.5, and Meta and Microsoft are cutting 16,000 roles while pouring billions into AI. Here’s what …
Why DeepSeek’s new visual reasoning trick is a real AI game changer
DeepSeek’s new research shows how AI models can “point” inside images while they think, making visual reasoning faster, cheaper, and more accurate. Here’s how i…
DeepSeek V4 + Hermes Agent + ZimaBoard 2: a lightweight AI coding rig
This guide walks through setting up Hermes Agent with DeepSeek V4 Flash on a ZimaBoard 2, replacing a Raspberry Pi + Gemma 4 setup. It covers the hardware upgra…
The hidden cost of AI coding that’s quietly breaking your engineering team
AI coding tools can make you feel faster, but they may be quietly destroying code comprehension, security, and career growth on your team. Here’s how to spot th…
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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…