The Kendall Project is educating and inspiring Boston businesses and professionals with its thought-provoking workshops
I think I speak for most professionals who are trying to navigate AI opportunities and challenges. Where do I begin? What’s working? How do I get started? Am I already too late? Thanks to the generous effort of the team at the Kendall Project, some of us can breathe a momentary sigh of relief after attending their AI workshop for marketers at the Cambridge Innovation Center earlier this week.
The Kendall Project has a clear mission “to empower companies to rapidly identify opportunities where AI can solve real business problems and create a positive impact, without compromising jobs.” But the important first step is to form a community and common language. By attending the workshop, each of us began the journey. In this case- most of us were independent marketing advisors or agencies – coincidentally one the very top areas where AI is being applied and enjoying the highest growth rate.
The Content:
After a brief introduction to AI basics – level setting terms like Large Language Models, Context, Persona, Vector Databases, Nearest Neighbors, and Hallucinations – the Kendall team (Brendan McSheffrey and Kevin Gulley) introduced the fundamental rules of AI engagement and excellence – including these top three:
• PROBLEMS ARE AI’S FUEL
• AI IS A TEAM SPORT
• AI PLAYS BEST WHEN IT KNOWS THE RULES – WHAT’S IMPORTANT AND WHAT’S NOT
Context:
A key message of the day is that AI relies on context – defined as “what we know.” It can be mundane or strategic. In any case it helps inform the agent about the focal point or “what to pay attention to.” Prompting is a type of context as are personas. These translate into instructions that tell the LLM how to act and become an expert.
Hands-On
The workshops, organized into various peer groups lay the groundwork for introducing AI into different types of businesses. The hands-on portion of the workshop offers a step-by-step approach to problem identification AI-style – using logical components – role, capabilities, problem, and processes worksheets voting to flush out priorities of each sub-group. Yes, we had to actually do work and articulate problems to be solved in our individual businesses. Voting helped distill priorities for each group. Though many concerns were common among marketers – challenges like reconciling all the data coming from different marketing applications came out on top. The purpose of doing the workshop was not only to populate an AI marketing utility to solve today’s problems but also to lay the ground work to understand AI’s future problem solving capabilities. Technically speaking, the goal was to create “controlled structured data.” All the data is collected and the group will receive the output of the data collection as part of the process. Seeing the output from previous workshops helped us visualize how the data starts to form an AI utility. I am looking forward to seeing how our discussions came together!
The Eco-System:
Being co-located in the CIC with AI startups and investors is purposeful. The Kendall Project is dedicated to its investment in the local tech economy and Governor Healy’s stated opportunity for Massachusetts to be a global leader in AI. The leader of C-10- Labs, Beth Porter (a venture studio and eco-system of founders for applied AI companies) finished off the day sharing some of the work being done with her cohorts at the CIC – building solutions from scratch or customizing existing ones. Per Beth, agents are like the millions of semi-conductors in our phones – each has a unique relationship with the other. Therefore, the potential for custom AI solutions is limitless.
Call to Action:
This project is important, ambitious, and a somewhat altruistic effort. Similar to the early days of Open Source and Cloud Computing, AI will have to iron out the misunderstandings, concern, and/or barriers to entry for the industry or specific sectors. It’s a clear case of a community coming together to raise awareness and education, putting aside individual motives, so that the entire industry can benefit and move forward. I fully recommend to my clients and colleagues to sign up for one of the future workshops. Better yet, invest in a company-specific one as a very practical and useful “off-site” for their team. The time to jump on this bullet train is now while you can still catch it! Find upcoming workshops here and become part of this exciting new community.