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
Who’s really winning the AI race: OpenAI, Anthropic, or Google?
ChatGPT may dominate public attention, but it isn’t leading where it matters most: revenue and resilience. This article breaks down why Anthropic now earns more…
How to build a self-improving AI second brain in Claude
Learn how to turn Claude into a personal librarian that builds, maintains, and audits your own AI-powered knowledge base. No Obsidian, no databases, and no code…
OpenClaw 4.20: the update that makes AI agents actually useful
OpenClaw 4.20 is a major upgrade for AI agents, bringing a smarter default model, reliable iMessage support, rock-solid scheduled tasks, and tighter security. H…
They built an AI scientist: what its first accepted paper really means
A new AI system claims to automate the entire machine learning research process—from idea generation to writing papers—for just $15 per project. One of its pape…
How to build a polished 3D game scene with AI (without creating slop)
A step-by-step look at how to build a detailed 3D environment using AI tools without falling into low-effort “AI slop.” From concept art and asset generation to…
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…
How AI could end humanity in the next 10 years
Some of the world’s leading AI safety researchers now say there’s a double‑digit chance advanced AI could push humanity toward extinction by 2036. This article …
Claude AI skills that can earn more than a college degree
You don’t need a computer science degree to build a high-income career with Claude. Here are five practical Claude skills—vibe coding, ghost voice, niche archit…
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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…