Summary of Key Points
This article focuses on the new workplace phenomena in the AI era: "Distilled Employees" – where companies extract employees' experience and skills to create AI tools (such as SOP documents, AI Agents), and then use these technologies to replace human workers, allowing the employees to leave while their expertise remains. The article also analyzes the fates of two types of employees: those who are likely to be promoted and those who are more susceptible to being optimized by AI. It provides specific methods for becoming a high-value talent in the AI era.
What are "Distilled Employees"? – Your Experience is Taken by AI, and Then You're Optimized
The term "distillation" is quite apt: it's like using a distiller to separate alcohol from water; companies extract your experience and skills (such as user growth methodologies) and transform them into standardized digital assets (like SOPs or AI applications), which are then used to replace you. For example, an employee spent two months writing a manual based on five years of operational experience, only to have that knowledge optimized into an AI Agent three months later, usable even by interns. In simple terms, companies turn your expertise into their own asset, leaving you obsolete. The remaining employees must work alongside these digital counterparts, which can be quite unsettling, but this is the reality of the workplace in the AI era.
Three Types of Employees That Leaders Are Eager to Promote
If you want to avoid being eliminated and still get promoted, you need to possess these three qualities:
1. Be capable of doing work, but also able to achieve results – Being competent is essential, but resilience is even more critical. Many people give up when faced with difficulties; leaders will use you, but not promote you, unless you show determination and persistence (like Zeng Guofan, who won battles through steady, relentless effort).
2. Know how to lead a team – No matter how talented an individual is, there is a limit to what they can achieve alone. Managers need to be able to guide their teams effectively. For example, following the "Monkey Management Principle" – dividing tasks among subordinates so each person is responsible for their own responsibilities – leads to a more efficient and reliable team.
3. Be proactive in solving problems – Leaders are under pressure and have KPIs; if you can help them solve issues instead of just flattering them, they will value you greatly. For instance, Rosena, Welch's assistant who worked with him for 15 years, helped handle tasks he was not good at or too busy to manage, eventually becoming a partner.
Three Types of Employees Who Are Most Likely to Be Optimized by AI
If you exhibit these characteristics, you might be seen as a "tool" that the company uses and then discards:
1. Stop learning and rely on past achievements – AI evolves rapidly; even at companies like Anthropic, 80% of the code is written by AI, and engineers rarely write code manually anymore. Skills learned last year may become obsolete by next year. There's no room for complacency.
2. Have only average business skills – AI can now perform tasks well (e.g., writing copy or analyzing data) to a high standard. If your skills are just average, why would the company pay you? You need to excel in at least one area (e.g., become an expert in a specific niche) to be truly irreplaceable.
3. Have limited and superficial skills – In the past, having a single specialized skill was enough, but now AI can handle many tasks. Companies value employees who have a broad range of abilities, such as understanding business, data analysis, and technical communication skills. The "Hexagonal Warrior" (someone skilled in multiple areas but not excelling in any one) is more valuable.
How to Become a Valuable Talent in the AI Era
To avoid being replaced by AI and still advance in your career, focus on these two aspects:
1. Integrate your professional skills with AI – Use AI as a tool, not an enemy. For example, a marketer with ten years of experience can use AI to generate content, reports, and marketing strategies quickly, increasing efficiency tenfold. Such employees can help companies transition to AI-based processes, which is highly desirable for employers.
2. Become a core asset for the company – There are things that AI cannot steal: connections, trust, a personal brand, and unique insights. For instance, building a network of valuable contacts in your industry, gaining trust, and developing a strong personal brand (e.g., having influence in a specific field) are assets that AI cannot replicate. These are your competitive advantages.
In Conclusion
In the AI era, whether you get promoted or become part of the "distilled" workforce is up to you. The only thing that cannot be replaced by AI is your ability to continuously learn and grow. Don't let your experience become someone else's digital asset; instead, strive to become an irreplaceable core value for your company.