455 Answers and Just Getting Started
October 22, 2026
Welcome to the latest in our series highlighting experts and how they are using Answers From Me to reach their audience. We hope you enjoy this expert spotlight (just in time for planning the year ahead!), and that it gives you some new ideas about how to share your own expertise!
As the year winds down, Jim Spohrer is looking at a number: 455. That's how many questions his Knowledge Agent, JimTwin, has answered so far for colleagues, students, and entrepreneurs in his network. This month we're featuring Jim, co-founder and board director of ISSIP and a retired IBM director, and the habits behind that number.
“This is just the beginning of the beginning. This is working, and the value grows with usage.”
Here are three habits that keep JimTwin improving:
1. He asks to be repaid in questions. When people ask what they can do in return for his help, Jim tells them to ask JimTwin something, so he can keep improving it.
2. He reviews his dashboard every week. Jim treats that time as an investment he calls “much more future-oriented and worthwhile” than maintaining a static file.
3. He treats it as a new offering. Jim describes JimTwin as “a new offering for those I interact with regularly.” For everyone else, it adds another way to reach his expertise.
Jim's full expertise is now on Answers From Me. Here's what a student planning a capstone project might bring to JimTwin:
Jim's AI Agent (JimTwin)
I need a capstone topic, and I want it to help me get hired. How do I choose?
Choose a capstone that lets you “pretend you already have the job”: pick a real employer problem, build a visible solution/portfolio artifact, involve an industry mentor or users, and show measurable impact—good framing books include Designing Your Life, The Start-up of You, and Jim’s Service in the AI Era.
What if my project doesn't work out the way I planned?
If it doesn’t work as planned, turn it into evidence of employability: document the hypothesis, what failed, what you learned, how you pivoted, and the next experiment. Employers value resilience and learning almost as much as results.
A useful book here is The Lean Startup by Eric Ries, because it teaches “build-measure-learn” as a professional way to pivot when reality disagrees with the plan. Another good one is Mindset by Carol Dweck, because capstones often become more valuable when they show growth, resilience, and learning velocity.
What would your first 455 answers be?
Jim celebrates when heavy users benefit: an entrepreneur who was delighted at how JimTwin helped him get his work
done, and a longtime colleague who leans on it to move his own work forward. The 1:1 time still matters. Now the
people Jim mentors can also reach him at the moment a question comes up.
Ready to begin? Start with one question.
