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From Tool Chaos to Output Leverage

From Tool Chaos to Output Leverage

Most professionals are drowning in AI tools but not seeing productivity gains. This framework is an attempt to combat this by giving you my own workflows and AI tool recomendations.

Andrew Q.
Andrew Q.
Intro to AI Productivity: Everything is 1's and 0's

Intro to AI Productivity: Everything is 1's and 0's

This is a basic introduction to AI that helps establish simple concepts.

Waziri G.
Waziri G.
Brainstorming & Idea Generation (using Canva AI)

Brainstorming & Idea Generation (using Canva AI)

Learn how AI supports creative thinking and collaborative ideation sessions.

Breanne W.
Breanne W.
AI ROI Case Studies (Quick Wins)

AI ROI Case Studies (Quick Wins)

Review short case studies showing how small AI pilots can generate measurable results.

Breanne W.
Breanne W.
Checking & Quality Control (using Writer AI)

Checking & Quality Control (using Writer AI)

Learn how AI reviews text for accuracy, tone, and consistency to ensure quality output.

Breanne W.
Breanne W.
Finding AI Opportunities in Your Own Work

Finding AI Opportunities in Your Own Work

Discover how to identify where AI can simplify, automate, or accelerate everyday tasks across your workflow.

Breanne W.
Breanne W.
Exercise: Writing with AI - Creative Application

Exercise: Writing with AI - Creative Application

Practice using AI to adapt tone and structure for different audiences and transform raw ideas into polished writing.

Breanne W.
Breanne W.
Audit an AI Use Case for Risk

Audit an AI Use Case for Risk

Practice identifying potential risks and safeguards for a specific AI use case.

Breanne W.
Breanne W.
Tracking & Documentation (using Notion AI)

Tracking & Documentation (using Notion AI)

See how AI automates meeting notes, summaries, and project documentation for faster reporting.

Breanne W.
Breanne W.
Routing & Process Support (using ChatGPT)

Routing & Process Support (using ChatGPT)

Learn how AI automates tagging, categorization, and workflow routing to reduce manual work.

Breanne W.
Breanne W.
Summarizing & Synthesizing (using ChatGPT)

Summarizing & Synthesizing (using ChatGPT)

See how AI condenses lengthy information into clear, actionable insights using summarization tools.

Breanne W.
Breanne W.
Responsible AI Frameworks and Laws at a Glance

Responsible AI Frameworks and Laws at a Glance

Review major frameworks and regulations shaping responsible AI practices.

Breanne W.
Breanne W.
Drafting & Content Creation (Using Claude)

Drafting & Content Creation (Using Claude)

Learn how to create high-quality first drafts for emails, reports, and proposals using AI to structure and elevate your ideas.

Breanne W.
Breanne W.
Training & Scaling: Turning AI into Habit

Training & Scaling: Turning AI into Habit

Learn how to embed AI into daily routines through consistency, peer learning, and visible wins.

Breanne W.
Breanne W.
AI Week Kickoff: AI’s Impact on Jobs, Business, and Daily Life

AI Week Kickoff: AI’s Impact on Jobs, Business, and Daily Life

Join us as we kick off AI Week with an incredible panel exploring how artificial intelligence is reshaping the ways we live and work. This session, AI’s Impact on Jobs, Business, and Daily Life, brings together leading voices at the intersection of technology, work, and innovation — Andrew Q. (former Head of AI at Spotify, early OpenAI Engineer), Andrew S. (Editor at Large for Jobs & Career Development at LinkedIn News, Host of the Get Hired podcast), and Solomon C. (AI and Automation Expert). Together, they’ll unpack how AI is transforming industries, redefining roles, and creating new opportunities for both individuals and organizations. ​The kickoff is just the start. Throughout AI Week (Nov 10–13), we’ll dive deeper into the most important ways AI is shaping our world — from practical sessions on AI upskilling and using AI to grow your business, to insights on building a career in the age of AI. Whether you’re a professional, student, or business owner, you’ll leave equipped with the tools, strategies, and inspiration to thrive in the AI era.

Andrew Q.
Solomon C.
2 contributors
Human + AI Collaboration: Learn How to Think With AI

Human + AI Collaboration: Learn How to Think With AI

In this reflective and practical workshop, you’ll learn how to use AI as a true thought partner--one that helps you reason through ideas, uncover blind spots, and make better decisions. Through live examples, you’ll see how to move beyond surface-level use (like writing or summarizing) and instead use AI to challenge assumptions, explore alternatives, and clarify strategy. You’ll practice “collaborative prompting,” a method that turns AI into a sparring partner that helps you think deeper, faster, and more creatively. Outcomes: You’ll leave with a set of conversational prompts for strategic thinking, a clearer understanding of what humans do best in an AI-powered world, and confidence using AI as an extension of your judgment and creativity. Learning Objectives: *Recognize when to rely on human intuition vs. AI reasoning *Practice “collaborative prompting” for deeper insight and reflection *Use AI strategically to analyze, debate, and refine complex ideas

Breanne W.
Breanne W.
Exercise: AI for Research & Analysis

Exercise: AI for Research & Analysis

Use AI to experiment with prompts, analyze varied results, and synthesize multiple perspectives into a unified summary.

Breanne W.
Breanne W.
The Five AI Collaboration Modes

The Five AI Collaboration Modes

Learn the five main ways to collaborate with AI—Clarifier, Sparring Partner, Synthesizer, Editor, and Orchestrator—to enhance productivity.

Breanne W.
Breanne W.
AI Tool Glossary

AI Tool Glossary

Glossary of leading AI tools (ChatGPT, Claude, Gemini, Perplexity, DeepL, Writer, Canva, Notion, Copilot) with best-fit use cases.

Breanne W.
Breanne W.
Checklist for Fact-Checking AI Outputs

Checklist for Fact-Checking AI Outputs

Simple verification framework to ensure AI responses are accurate, credible, and unbiased.

Breanne W.
Breanne W.

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