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 building AI agents and start building reusable skills
Everyone is racing to build AI agents, but Anthropic is pushing a different idea: skills. Instead of spinning up a new agent for every use case, you give one po…
How to unlock more VRAM on your Mac for local AI models
Running large language models on a base Apple silicon Mac can feel impossible with limited RAM. This guide explains how macOS handles unified memory, what LM St…
Google’s Antigravity 2.0 update forces developers into the AI agent era
Google has turned Antigravity from a familiar AI code editor into a full-blown agent platform—without asking developers first. Here’s what changed, why it broke…
Inside xAI’s meltdown: why Elon Musk’s $250B AI bet is bleeding talent
Elon Musk tried to brute-force his way to AI dominance with a $250 billion mega-merger and one of the world’s largest supercomputers. Instead, xAI is losing its…
What are AI agent skills? Build your first skill in minutes
AI agent skills are simple markdown files that give your AI custom behaviors and domain knowledge. This guide walks you through what skills are, how they work, …
How to turn Claude Code and GStack into your AI engineering team
GStack turns Claude Code from a wandering code assistant into a structured AI engineering team with roles, reviews, and real product thinking. Here’s how the “t…
AI breakthroughs that prove we’re not fully in control anymore
From robot table tennis champions and AI war rooms to mitochondrial transplants and agent-only science networks, today’s AI breakthroughs are moving faster than…
Local AI vs trillion‑dollar data centers: how close are we really?
A new wave of local AI models is getting surprisingly close to top cloud models for everyday coding tasks—while costing almost nothing to run. But there’s still…
DeepSeek V4 vs GPT-5.5: ultra-cheap open weights and a new AI stack war
DeepSeek V4 has arrived just hours after GPT‑5.5, bringing million‑token context windows, MIT‑licensed open weights, and shockingly low prices. Here’s what the …
Updated essential AI skills for 2026: from basics to advanced
AI has moved so fast that the skills you needed at the start of 2025 already look outdated. This guide walks through the updated essential AI skills for 2026, f…
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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…