Startup Ideas AI

Novice is a desktop app for productivity that helps users get work done 10x faster. It's a safe place where AI can analyze documents and work alongside users securely and efficiently. Novice is an AI text editor and a local AI assistant that runs on your own computer, supporting models like DeepSeek, Llama 3.2, Phi, and Qwen2.5. It's designed for professional needs, allowing users to run AI locally and completely offline, ensuring no cloud processing and no data leaving the device. It can process PDFs, websites, DOCX files, and text documents locally, transforming them into a private knowledge base.

ChatGPT Deep Research by OpenAI is an AI-powered research assistant built on the upcoming o3 model. It automates complex research tasks through planning, web browsing, and data analysis, providing detailed citations and data visualizations. It supports multi-step research processes, advanced data integration, intelligent analysis, rich reporting, extended processing, and verified results.