Content Creation in AI Era

The New Paradigm

• Any input is fine: Voice transcripts, handwritten notes, sketches, rough ideas
• Harness AI in every step: From ideation to final publication
• One source for multiple medium & audience: Write once, adapt everywhere

Quality vs. Quantity Challenge

While AI has made it incredibly easy to write in quantity, creating content with personal touch and perspective remains challenging. The key is providing AI with better context about your unique experiences, insights, and voice.

💡 Key Takeaway: This is where a robust PKM system becomes crucial - it gives AI access to your personal knowledge base, enabling more authentic and insightful content.

Example: Writing Workflow

Should apply to presentation or video creation More Details: (dep) Interactive Writing Assistant (IWA)

💡 Key Takeaway: AI can help with writing throughout the entire process - from initial brainstorming to final publication. The magic happens when AI is integrated into every step rather than used as a one-off tool.

Background Research

Web-based vs PKM-based Research

Store AI's answers about specific topics in PKM\ (Even for the same topic, the content you can ask about differs between web and PKM)

Wring workflow for Human-AI collaboration: %%🖋 Edit in Excalidraw%%

Preserving Your Authentic Voice

A key strategy for maintaining authenticity: limit AI's direct paragraph writing.

Instead of asking AI to write paragraphs from scratch, speak what you want to write (capturing your natural voice and thoughts), then have AI transform your voice transcript into polished prose. This approach preserves your authentic voice while leveraging AI's editing capabilities.

Revision & Publishing

Core Capabilities

• AI can provide feedback on finished draft
• AI can translate or tailor the writing to different audience
• AI can generate snippets for social media %%🖋 Edit in Excalidraw%%

AI's Unique Perspective Powers

This is where AI's ability to provide different perspectives really shines: - Devil's Advocate: Ask AI to challenge your arguments and identify potential weaknesses - Virtual Focus Groups: Have AI provide feedback on behalf of different audience segments - Multiple Viewpoints: Generate critiques from various professional perspectives (technical reviewer, business analyst, end user, etc.)

These perspective-shifting capabilities help you identify blind spots and strengthen your content before publication.

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One Source for Multiple Formats

This content has several versions: 1. English writing 2. Korean slides 2025-10-01 AI for Knowledge Work - slides (Changbal) AI can help to create / maintain versions, keeping them in sync

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Style Writing to an Author (Experimental)

There are several style guidelines (more at _Settings_/Styles) which can be applied at user's request, often as part of the PRW prompt:

• Settings/Styles/하루키 Style Guide
• Settings/Styles/윤광준 Style Guide
• Settings/Styles/구본형 Style Guide

💡 Experimental Insight: Recent experiments involved providing writing samples from favorite authors and asking AI to write in their respective styles. While there are many open questions about authenticity, attribution, and ethics, it's clear that AI capabilities are moving rapidly in this direction.