HBS WORKING KNOWLEDGE – AI is more useful for conceiving ideas than executing them. It can help people with some skills accomplish unfamiliar tasks, but the technology essentially hits a wall when people lack sufficient expertise. The way you design jobs and recruit talent is changing. What really matters is the employee’s “knowledge distance” from the task. People who are not domain experts lack either sufficient understanding of the necessary information or the skills to use it effectively. Experts can more effectively find the information they need and use it to fill necessary gaps to create quality content. AI helps generate ideas and frame problems. However, the technology struggles to help novices execute tasks, implement solutions, and engage in hands-on problem-solving when they lack the necessary experience. However, AI delivers substantial productivity gains across the board.

AI can:

1. Reduce training time – e.g., data scientists can transition to other roles, such as a marketing analyst or financial analyst, within the same organization with significantly less retraining.
   
   
2. Shrink learning curves – so you can have flatter organizations because the learning curves for new tasks, such as SEO optimization, become much shorter.
   
   
3. Speed up brainstorming – it’s helpful across the board for ideation.

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Mark Brooks (Courtland Brooks): Essential tools that I’m using daily beyond ChatGPT are Fathom for creating actions after meetings, Fyxer for optimizing and drafting emails, and WisprFlow for eliminating 90% of my typing. We’re also looking at Manus for desktop-based agent work, along with Lindy for interacting with a broader field of apps (without the complexity of n8n).