Project DIGITS — All Guides
Project DIGITS, now called NVIDIA DGX Spark, is a compact AI supercomputer for developers, researchers, and data scientists who want to prototype, fine-tune, and run large AI models locally.
Guides & Articles
Why most AI coding benchmarks are misleading (and what a better one looks like)
Popular AI coding benchmarks like SWE-bench Pro are heavily contaminated, poorly prompted, and often mis-graded—making many leaderboard numbers close to useless…
New Claude Opus 4.8: 15 insights you probably missed
Anthropic’s Claude Opus 4.8 is a clear step up from 4.7, but not yet at Mythos level—and its behavior is more nuanced than the marketing suggests. Here are 15 u…
How to build self-improving Claude Code skills using Karpathy’s system
Most Claude Code skills are just static markdown files that forget everything. This guide shows how to turn them into “super skills” that remember, connect to l…
You’re not behind yet: how to actually learn AI in 18 minutes
Most people are still using AI like a toy, not a power tool. This guide walks you through how AI really works, how to write prompts that don’t suck, the one-too…
What Grok AI says about who really built the pyramids
Grok AI was turned loose on high‑resolution scans and engineering data from the Great Pyramid and other megalithic sites. Its simulations argue that traditional…
How Anthropic’s product team ships AI features in days, not months
Anthropic’s product lead for Claude Code explains how her team ships AI-native features at an insane pace, what modern PMs actually need to be good at, and how …
What Grok AI may have just uncovered about Google’s quantum leap
Grok AI sifted through years of Google’s public patents, papers, and infrastructure clues to sketch a bold picture: a new kind of quantum processor that could r…
AI safety expert Roman Yampolskiy: why he thinks we can’t control superintelligence
AI safety researcher Roman Yampolskiy argues that artificial general intelligence could automate most jobs within years and eventually surpass human control. He…
The AI delusion: why CEOs still don’t get it
AI isn’t the real problem—our broken version of capitalism is. Eric Ries argues that financial “gravity” is pushing companies to use AI for extraction and cost-…
OpenAI’s GPT‑5.4 Pro might now be the smartest AI model in the world
OpenAI’s new GPT‑5.4 Pro model is setting records on cutting‑edge reasoning, math, web browsing, and real‑world work benchmarks—but it comes with a high price t…
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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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Scale AI - Scale AI helps enterprises build, test, and improve AI systems with training data, model evaluation, and deployment tool…
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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…