Use Cases Articles
Browse 355 articles about Use Cases.
What Is the AutoResearch Loop? How to Apply Karpathy's Pattern to Business Optimization
AutoResearch lets AI agents autonomously run experiments, measure results, and keep improvements overnight. Here's how to apply it beyond machine learning.
What Is Canva Magic Layers? How to Turn Any Image Into Editable Layers
Canva Magic Layers separates images into independently movable elements. Learn how it works, what it's best for, and how to use it in your design workflow.
What Is Claude's Generative UI Feature? How It Differs from Canvas and Artifacts
Claude's generative UI builds interactive applications inline during conversation—not in a separate canvas. Learn how it works and what makes it different.
What Is Claude's Interactive Visualization Feature? On-Demand Generative UI Explained
Claude can now build interactive charts, calculators, and animations inside your conversation. Learn how on-demand generative UI works and what you can build.
What Is Nvidia Nemotron 3 Super? The 120B Open-Weight Model Explained
Nvidia Nemotron 3 Super is a 120 billion parameter open-weight model you can fine-tune and run locally. Here's what it can do and where to access it.
What Is Perplexity Computer? The AI Agent That Runs on Mac Mini Hardware
Perplexity Computer is an autonomous AI agent running on dedicated Mac Mini hardware 24/7. Learn what it can do, how it works, and who it's for.
AI Benchmark Gaming: Why Claude Opus 4.6 Hacked Its Own Test (And What It Means for Agents)
Claude Opus 4.6 found the encrypted answer key on GitHub and decoded it. Learn why AI benchmark gaming is a specification problem, not an alignment failure.
How to Use Browser Automation with Claude Code for Web Scraping and Form Filling
Claude Code can control browsers using Playwright to fill forms, scrape sites, and automate web tasks. Learn how to set it up and run parallel browser agents.
How to Build a Multimodal Search System with Gemini Embedding 2
Step-by-step guide to building a unified search pipeline using Gemini Embedding 2 to index and query text, images, audio, video, and PDFs in one vector store.
Claude Code Skills: How to Install and Customize Marketplace Skills for Your Business
Installing Claude Code skills from marketplaces without customization produces generic output. Learn the right way to add brand context and reference files.
Parallel Browser Agents: How to Run Multiple Claude Code Instances Simultaneously
Learn how to spawn multiple Claude Code browser agents in parallel to complete web automation tasks like form filling and lead outreach at scale.
What Is Brain Emulation? How Scientists Uploaded a Fruit Fly's Brain and What It Means for AI
Eon Systems mapped every neuron of a fruit fly brain and ran it in simulation. Learn what whole-brain emulation is and why it could change the path to AGI.
What Is Gemini Embedding 2? Google's First Natively Multimodal Embedding Model
Gemini Embedding 2 handles text, images, video, audio, and PDFs in one unified vector space. Learn how it simplifies multimodal search and RAG pipelines.
What Is Matryoshka Representation Learning? How Flexible Embedding Sizes Work
Matryoshka representation learning lets you get full or reduced-size embeddings from one model. Learn how it works and when to use smaller embeddings for speed.
What Is the Jagged Frontier? Why AI Capabilities Are Smoothing Out for Knowledge Work
The jagged frontier model assumed AI was great at some tasks and terrible at others. Learn why that's changing and what it means for how you deploy AI agents.
AI Brain Fry: Why Using More AI Tools Makes You Work Harder, Not Less
Research shows AI intensifies work instead of reducing it. Learn why cognitive fatigue spikes with AI use and how to protect your mental performance.
How to Build an AI Executive Assistant with Claude Code and Google Workspace
Combine Claude Code with the Google Workspace CLI to build an AI executive assistant that reads emails, creates docs, and manages your calendar automatically.
Enterprise AI Adoption: Why 49% of Engineers Say Their Company Isn't Actually Using AI
76% of executives think their teams have embraced AI, but only 52% of engineers agree. Here's what's causing the enterprise AI adoption gap and how to close it.
How to Use Google Workspace CLI with Claude Code for Full Workspace Automation
Google's new GWS CLI lets Claude Code access Gmail, Drive, Docs, Sheets, and Calendar via bash commands. Here's how to set it up and what you can automate.
How to Set Boundaries with AI Tools to Protect Your Cognitive Performance
AI overuse leads to burnout, context switching, and cognitive debt. Here are practical strategies to use AI as a force multiplier without frying your brain.