AI New Year's: The 10 Week AI Resolution

Quick Overview

The 10-Weekend AI Resolution outlines a self-guided path to AI fluency by completing 10 distinct, weekend-long projects designed to build practical skills, culminating in a deployed AI-powered tool and a personal AI operating system by the end of 2025.

Key Points: The resolution consists of 10 weekend projects structured to be practical, completable, modular, and compounding, ensuring tangible outcomes each week. Weekend 1 focuses on building 'The Vibe Code Kickoff' resolution tracker using an AI agent (like Replit Agent, Lovable, or Cursor) to track progress. Weekend 2 is the 'Model Mapping Project' where users test 2-3 AI models (like Claude, ChatGPT, Gemini) across various tasks (Deep Research, Writing, Strategy, Data, Visual) to create an 'AI Rules of Thumb' document. Weekend 3 is 'The Deep Research Sprint,' focusing on using AI to conduct and structure real-world research resulting in a 2-page brief with a clear recommendation. Weekend 4 is 'The Analysis Project,' involving collecting, cleaning, and producing insights from real data (e.g., Spotify, Kaggle) to create a one-page insights memo. Weekend 5 focuses on 'The Visual Reasoning Project,' teaching users to create effective infographics or diagrams using AI to explain complex ideas visually. Weekend 7 is 'The First Automation,' building a content distribution workflow using tools like Lindy, n8n, Make, or Zapier to automate summarization and social posting.

Context: The video introduces 'The 10-Weekend AI Resolution,' a self-guided curriculum designed to achieve AI fluency by 2025 through completing 10 focused, weekend-long projects. The underlying philosophy is to prioritize practical outputs over theoretical learning, ensuring participants build compounding skills and tangible tools they will actually use, contrasting this with the common pitfalls of just reading about AI or getting stuck in setup.

Detailed Analysis

The presentation details a 10-weekend commitment to achieving AI fluency, structured around 10 projects that build upon each other. The core format emphasizes practicality, completion, modularity (allowing skips), and compounding knowledge reuse. The first weekend builds a resolution tracker, while the second maps different AI models against various tasks to create personalized 'Rules of Thumb.' Weekend 3 tackles deep research to form real-world decisions, followed by data analysis in Weekend 4 and visual reasoning in Weekend 5. Weekends 6 and 7 focus on automation, with Week 6 building an information pipeline using NotebookLM and Gamma, and Weekend 7 building a content distribution workflow using tools like Make or Zapier. Week 8 focuses on productivity automation, and Week 9 on context engineering for personal AI operating systems. The final weekend, Week 10, is an 'AI-Powered Build' where users create a core application (chatbot, voice agent, or tool) using Google AI Studio, shifting from mere consumption to creation. The overall goal is to build confidence and reusable workflows that compound value over time.