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  1. Thoughts on the Market
  2. Future of Work: AI’s Paradigm Shift for Labor
Future of Work: AI’s Paradigm Shift for Labor

Future of Work: AI’s Paradigm Shift for Labor

Thoughts on the Market · Nov 5, 2025

AI's impact on work is about augmentation, not just automation. Future-proof your career by becoming a domain expert and a master prompter.

Prompt Engineering Is the New Foundational Skill for All Knowledge Workers, Not Just Technologists

The ability to effectively communicate with AI models through prompting is becoming a core competency for all roles. Excelling at prompt engineering is a key differentiator, enabling individuals to enhance their creativity, collaboration, and overall effectiveness, regardless of their technical background.

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Future of Work: AI’s Paradigm Shift for Labor

Thoughts on the Market·3 months ago

Effective AI Integration Requires a "Barbell" Strategy of Top-Down Mandates and Bottom-Up Empowerment

A successful AI transformation isn't just about providing tools. It requires a dual approach: senior leadership must clearly communicate that AI adoption is a strategic priority, while simultaneously empowering individual employees with the tools and autonomy to innovate and transform their own workflows.

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Future of Work: AI’s Paradigm Shift for Labor

Thoughts on the Market·3 months ago

AI Increases the Value of Deep Domain Expertise, Making Passion-Driven Career Choices More Viable

Instead of choosing a career based on its perceived "safety" from AI, individuals should pursue their passions to quickly become domain experts. AI tools augment this expertise, increasing the value of experienced professionals who can handle complex, nuanced situations that AI cannot.

Future of Work: AI’s Paradigm Shift for Labor thumbnail

Future of Work: AI’s Paradigm Shift for Labor

Thoughts on the Market·3 months ago

Morgan Stanley's AI Strategy Aims to Double Client-Facing Time for Its Research Analysts

Morgan Stanley is leveraging AI not just for efficiency but to fundamentally reallocate how its analysts spend their time. By automating routine tasks, the firm aims to double the portion of time analysts spend directly with clients from approximately 25% to 50%, thereby increasing high-value engagement.

Future of Work: AI’s Paradigm Shift for Labor thumbnail

Future of Work: AI’s Paradigm Shift for Labor

Thoughts on the Market·3 months ago