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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

Best AI app builders for web developers in 2026: Base 44 vs Bolt vs Rocket vs Lovable

Best AI app builders for web developers in 2026: Base 44 vs Bolt vs Rocket vs Lovable

Not all AI coding tools are equal once you move beyond “Hello World.” This deep comparison of Base 44, Bolt, Rocket, and Lovable shows which platforms actually …

ChatGPT vs Claude vs Gemini: which AI builds the best NBA 2K26-style game in 1 hour?

ChatGPT vs Claude vs Gemini: which AI builds the best NBA 2K26-style game in 1 hour?

Three top AI models—ChatGPT, Gemini, and Claude—were each given one hour to build an NBA 2K26-style basketball game from scratch. Here’s how they handled code, …

DeepSeek V4: 1M token context, hybrid attention, and what actually matters

DeepSeek V4: 1M token context, hybrid attention, and what actually matters

DeepSeek V4 has arrived with two new Mixture-of-Experts models, a claimed 1M-token context window, and a novel hybrid attention mechanism that slashes KV cache …

ChatGPT GPT 5.5 vs Claude Opus 4.7: real tests, real use cases

ChatGPT GPT 5.5 vs Claude Opus 4.7: real tests, real use cases

Benchmarks don’t tell you which AI model to actually use. This breakdown compares GPT 5.5 and Claude Opus 4.7 across real tasks like research, app building, des…

How to run Bonsai Image, a 1‑bit local image generation model

How to run Bonsai Image, a 1‑bit local image generation model

Bonsai Image is a highly compressed, 1‑bit and 2‑bit image generation model based on Flux that runs fast on consumer GPUs and even Apple Silicon. This guide wal…

Full tutorial: how to automate 99% of your work with Claude Co-work

Full tutorial: how to automate 99% of your work with Claude Co-work

Learn how to turn Claude Co‑work into a true virtual assistant that remembers your projects, works across your tools, schedules recurring tasks, and even tracks…

What the head of Claude Code thinks is next for software engineering

What the head of Claude Code thinks is next for software engineering

Claude Code’s head shares how 100% AI-written code changes engineering, why ROI matters more than token costs, and what loops, workflows, and co-work mean for t…

Claude Opus 4.8 is a beast, but its honesty raises big questions

Claude Opus 4.8 is a beast, but its honesty raises big questions

Claude Opus 4.8 is one of the strongest coding and agentic AI models available today, with major upgrades in reliability, long-context reasoning, and workflow t…

How to build Claude subagents better than almost everyone

How to build Claude subagents better than almost everyone

Claude Code subagents let you spin up specialized AI workers with their own context, tools, and models. This guide explains what subagents are, how they differ …

Claude Code vs Google Antigravity: 100+ hours of testing, honest results

Claude Code vs Google Antigravity: 100+ hours of testing, honest results

Claude Code and Google Antigravity are two of the most powerful agentic coding tools right now—but they shine in different areas. This guide breaks down how the…