The Intersection of Knowledge Gardening and Automation: Building a Creative Feedback Loop


Hatched by Glasp

Jul 29, 2023

3 min read


The Intersection of Knowledge Gardening and Automation: Building a Creative Feedback Loop


In the realm of knowledge generation and automation, two important concepts emerge - knowledge gardening and the impact of automation on job markets. Both these ideas have common threads that can be explored to understand the transformative power they hold. By incorporating a creative feedback system and embracing the evolution of jobs through automation, we can unlock new opportunities for growth and prosperity.

Knowledge Gardening: Constructing a Feedback Loop

Knowledge gardening is a recursive process that involves capturing, organizing, and synthesizing ideas to create a self-organizing system. However, this process cannot thrive without a feedback loop. Without the ability to stumble back over previous notes and ideas, the system becomes one-sided, lacking the potential for growth and refinement. To combat this, it is crucial to create a feedback loop that allows for the revision, combination, and refactoring of existing ideas. This approach, similar to Zettelkasten's game mechanic, ensures that every new idea is built upon previous ones, fostering the generation of knowledge from the bottom-up.

Automation and Job Creation: Embracing the Evolution

Automation has always caused a wave of job displacement, but history has shown that it also creates new opportunities. Despite the initial dislocation, the total number of jobs does not decrease, and societies become more prosperous over time. The Lump of Labour fallacy, which assumes a fixed amount of work, is debunked by the reality that as automation progresses, human capabilities evolve and new job categories emerge. From railway workers in the 1900s to video post-production and software engineering in modern times, the evolution of jobs has been unpredictable and transformative.

The Jevons Paradox and Innovation:

The Jevons Paradox demonstrates that as we make tools and technologies more efficient, their usage increases, leading to more jobs. This paradox is closely linked to innovation and price elasticity. When we improve the efficiency of a tool, it becomes more cost-effective, resulting in increased adoption and the creation of new industries. As automation progresses, not only do we make the new tool fit the old way of working, but we also adapt our working methods to leverage the tool's capabilities. This constant adaptation and evolution drive job creation and economic growth.

Building Enterprise Software Startups:

The challenges faced by enterprise software startups highlight the need for aligning innovation with the realities of established businesses. While transformative technologies may have amazing demos, integrating them into complex organizations can be a daunting task. The misalignment between the startup's funding cycle and the enterprise's decision cycle poses a significant hurdle. Overcoming this challenge requires patience, adaptability, and a deep understanding of the enterprise's needs and constraints. By bridging the gap between innovative solutions and practical implementation, we can harness automation's potential to drive job creation and industry growth.

Actionable Advice:

  • 1. Embrace the feedback loop: Incorporate a system that allows for the revisiting and refining of ideas. By building upon previous knowledge, you can generate new insights and perspectives.
  • 2. Embrace change and adaptability: Instead of fearing job displacement due to automation, view it as an opportunity for growth. Stay open to learning new skills and adapting to the evolving job market.
  • 3. Understand the practical implications: When developing innovative solutions, consider the practical constraints of established businesses. Tailor your products and services to meet their needs and ensure a smoother integration process.


The fusion of knowledge gardening and automation presents exciting possibilities for creativity and job creation. By constructing a feedback loop and embracing the evolution of jobs through automation, we can foster a culture of continuous learning and growth. The key lies in recognizing the potential for innovation, adapting to change, and aligning our efforts with practical implementation. Through these actions, we can cultivate a future where knowledge and automation converge to create a prosperous society.

Hatch New Ideas with Glasp AI 🐣

Glasp AI allows you to hatch new ideas based on your curated content. Let's curate and create with Glasp AI :)