Strategies to Leverage AI and Thrive in Your Career
James Gray
Data and AI Leader | Consulting | Fractional | Coaching | Learning | Data and AI Strategy Instructor @ Berkeley Haas | ex-Microsoft Data Scientist | Empowering Organizations and Leaders to Accelerate Innovation
Each week, I share insights and strategies for business innovation and career growth through the intelligence of data, AI, and leadership.
A version of this newsletter was also published on Substack yesterday.
AI Anxiety
During a recent Berkeley AI Strategy office hour I hosted as an instructor, multiple people shared that they feel “AI anxiety.” Concerns ranged from how AI disrupts job roles to the pressure to gain expertise to use AI effectively. What was interesting is that there was no lead-up to this topic. It was an open discussion about the future of AI and its impact on business. A few days later, I read an article in the Harvard Business Review referencing a study stating that AI anxiety is pervasive.
??I have this theory that AI anxiety often exists when people see and hear how valuable AI can be for value creation or personal productivity but fail to explore it and engage with it daily. It's kind of the fear of the unknown or apprehension to change. In addition to anxiety, this reduces your value proposition compared to others in your craft who are leveraging AI to be more creative, resourceful, and productive.
In this newsletter, I offer some strategies you can leverage to reduce AI anxiety and make AI your partner to boost your productivity and impact.
From the Harvard Business Review “Anxiety About AI is Pervasive” article (Sep/Oct 2024) issue:
"Three-quarters believed AI will reduce the number of jobs in the United States over the next 10 years. Worry about the negative effects of AI on the job market was especially high among adults with less than a bachelor's degree and those aged 45 and older."
AI advancements continue to accelerate, and the daily news about technology advancements and how people use them can accentuate AI anxiety. Most people feel the pressure due to the uncertainty of how AI influences job security and the need to change. This can be especially challenging for people with fixed mindsets who are slow to recognize the need to change and take action.
AI anxiety is also disorienting business leaders, given the pressure to articulate an AI strategy to remain competitive while balancing the forces of AI hallucination, risk, ethics, and change management.
AI anxiety can stem from:
No one can control the pace and impact of AI technological innovation, so it’s best to adopt strategies that help you adapt and ride this wave.
Adopt These Mindsets
Here are a few mindsets you can leverage to reduce AI anxiety and thrive.
AI anxiety is a real emotional force, and using the mindsets above can help us neutralize it by taking action using the approaches I describe next.
AI as a Thought Partner
Over the last several months, tools such as ChatGPT and Claude have become my trusted advisors daily. I use them to help me think through challenges and brainstorm options to reach a high-quality decision. I have found that the ChatGPT desktop app is a game changer, as I have it open and available on one of my three screens. By using ChatGPT memory, you get relevant answers more quickly by not having to explain various aspects of who you are and the help you need. For example, I asked ChatGPT to help me refine my LinkedIn headline, and because it had the background of my brand strategy, it recommended a new headline and the reasons why.
Here are a few techniques to use AI as a collaborative thought partner:
Recent Example
Here is an example of how I applied these techniques this past week. Given that I play multiple personas, I felt the need to tighten up my brand positioning and value proposition. I often capture my ideas visually through diagrams. I shared context with ChatGPT through a picture and asked it to help me brainstorm ideas and recommendations. It came back with a detailed analysis of my career strategy and specific recommendations to strengthen my brand and monetization strategies. This was aided by the fact that I use ChatGPT daily, which has built up a memory of who I am and the context of previous discussions. The accuracy and depth of ChatGPT’s analysis from a single picture were impressive. Sometimes, a picture does say a thousand words.
Note that you can protect your data and privacy by turning off the setting for ChatGPT to use your data to train its models.
AI as a Coding Partner - For Everyone!
It’s a common misconception that you must be a programmer to develop an AI or software solution. The game has changed now that AIs can produce popular code such as Python, React, JavaScript, and HTML.
GitHub Copilot revolutionized software development, primarily in the enterprise space. I have used it to create prototypes, and I am impressed by its capabilities to strengthen my programming skills and reduce development time.
However, a recent trend allows non-programmers to develop code and software products using AI tools such as ChatGPT, Claude, Cursor, and Replit. The best way to learn AI and reduce anxiety is to use it. You can become an AI product developer by using these tools and watching YouTube videos.
While the goal is likely not to become a technical expert, your knowledge of what is possible can magnify your vision as a business leader and improve collaboration with technical people within your organization.
ChatGPT
ChatGPT is a powerful tool for generating code for web development, machine learning, scripting, and mobile app development. It creates HTML, JavaScript, and CSS files, making developing a static website easy. I occasionally use it as a pair programmer to help with Python code. It’s been years since I used it daily when I did my master's in data science!
One of the best ways to learn AI fundamentals and how to code is to share code example snippets with ChatGPT and ask it to explain what the code is doing. For example, popular frameworks such as LangChain include quickstart examples that walk you through functional prototypes.
领英推荐
Claude
Claude.AI 3.5 Sonnet with Artifacts will automatically generate popular code such as HTML, React, and Python from your prompt. Claude Artifacts is a powerful feature that allows Claude to create and manage standalone pieces of content during your conversations. Think of them as digital documents or files Claude can generate to help you with various tasks.
One of the most user-friendly aspects of Claude Artifacts is how they're displayed. When Claude creates an artifact, a separate pane automatically pops up to show you the visual content. This feature makes it incredibly easy to:
This visual approach bridges the gap between AI-generated content and practical application, making it simple for non-programmers to leverage Claude's capabilities in their projects.
For example, you can ask Claude to build a website or a mobile app UI. Claude generates the HTML automatically and renders it in a Preview pane.
You can see the code by clicking on the Code pane.
Clicking the Publish button in the lower right lets you publish an artifact online for viewing or “remixing” with other collaborators.
Cursor
Cursor is an AI-powered code editor that helps you streamline the coding process and generate code from prompts. It’s built upon the popular Microsoft Visual Studio Code IDE. If you are not a programmer and need motivation, I suggest watching the X video that became popular a few weeks ago. It shows how an eight-year-old used Cursor to build an AI chatbot in under an hour.
Here is a video of a non-programmer developing a working web application without writing code using V0, Cursor, Replit, and Claude.
Of course, it helps to have some basic programming skills, but these tools democratize AI innovation and open all kinds of opportunities for everyone. All you need is creativity and curiosity to develop software that boosts your productivity or automates workflows in your small business.
Replit
Generating code using AI tools is here, but the next challenge for a production use case is how and where to deploy it. This is where AI agents can automate entire workflows. An AI agent is a system designed to reason through complex problems, create actionable plans, and execute these plans using a suite of tools. The agent has access to a suite of tools and decides what tools to use for the task.
A few days ago, Replit revealed how Replit Agent can generate code from your ideas and deploy fully functional apps with no coding experience required. This is truly incredible because deploying software to IT infrastructure is generally complicated and certainly a barrier to entry for non-programmers.
AI as Your AI Avatar
I have recently become more intrigued by virtualizing my knowledge into a digital avatar. This is your AI twin, available to yourself and others on demand. While this is not a new concept, taking action to operationalize it is a great way to learn AI and build self-awareness of your expertise.
Your AI avatar can boost productivity and relegate common and repetitive tasks to the AI, enabling you to spend your precious time on higher-value tasks. For example, I coach 200+ technical grad students. After seeing hundreds of resumes and LinkedIn profiles over the last two years, I documented the best practices and operationalized them in an OpenAI custom GPT. This enables students to get coaching before meeting me for a live session, helping us be more productive!
Coding your knowledge allows you to clarify your value proposition better.
An example is world-class coach Marshall Goldsmith and his AI avatar MarshGoldsmith.ai. This avatar provides free coaching using the vast corpus of his books, articles, and videos to share world-class expertise.
I will share my development and progress in operationalizing my AI avatar in future posts.
Next Steps
The best way to learn AI is by doing.
Using AI tools with curiosity and courage daily will build expertise and boost productivity.
Following other AI thought leaders on LinkedIn and X is one of the best ways to get a daily dose of AI.
Please share your ideas in the comments on how you use AI daily to boost your productivity and impact.
Good luck!
Ed. Services Coordinator at Imperial Valley ROP
6 个月Wow, so much information that is very easy to follow as I initiate my journey in the AI world. Thanks for the recommendations!
Guo Quanlin from Jilin University, Mathematics 86
6 个月James Gray Great insights! I got the Cursor IDE.
Global Product Leader | Advisor - Digital Payments, AI, Cloud Platform
6 个月James Gray - I think you hit the nail on the head with the source of anxiety - a fear of the unknown is definitely a major contributor. Interestingly, I read this post immediately before reading yours - https://www.dhirubhai.net/pulse/week-2-gtm-game-plan-weekly-andrew-ettinger-x1v5e/ - I bring this up because a main point that Andrew is making is that, even in the sales motion/GtM process, ceding full functionality to AI today does not work, he makes the point that high-end intellectual work still needs to be done or overseen by humans. Anyone who fears displacement should follow your advice (make the effort to become proficient at basic GenAI functionality) and apply Andrew's perspective of the human role and seek opportunities to be (or become) that higher-order intellectual input.