Topics:
Practice Infrastructure, CTE program prep, career readiness resources, performance review prep, internship support, simulation reflection, AI coaching, AI simulations, AI supported reflection, SchoolSims 360, safe practice, workplace judgment, career services, schools of business
By Ken Spero
What would it take to build a society where learning counts wherever it happens – and where people have meaningful opportunities to keep developing throughout their working lives?
A recent Carnegie Foundation newsletter from Timothy Knowles and Mitchell Stevens raises that question. The accompanying article, Building a Learning Society, by Stevens and João Souto-Maior, describes a broader approach to recognizing learning gained through work, family, community, and education. It calls for systems that support people as they move through different jobs and stages of life. [1, 2]
That vision resonates with our work around Practice Infrastructure. Recognizing what people know and can do matters. So does providing the experiences through which they can develop those capabilities, reflect on them, and make their thinking visible. For CTE programs, career services teams, and schools of business, the question is practical: how can we connect what learners study with the judgment they will need in internships, apprenticeships, and employment?
Wichita State University’s Spero program offers an interesting example. Its career readiness work connects learners with employers and helps them navigate expectations that can remain largely unspoken: how organizations work, how people communicate, and how relationships influence opportunity. Faculty and employers developed the curriculum together, with face-to-face mentoring playing an important role. [2, 3]
These expectations bring durable skills into focus. Communication, collaboration, and critical thinking sound straightforward until someone must use them in a situation with competing demands. How do you ask a supervisor for clarification without appearing unprepared? How do you respond to difficult feedback? What do you do when supporting a teammate conflicts with meeting a commitment?
Knowing the principle is a starting point. Applying it requires judgment.
This is the challenge we address through our workforce development simulations. In Project Team Challenge, participants navigate contributing to a team’s success. Intern Communication makes misunderstandings and responses consequential. Performance Review provides an opportunity to work through receiving feedback and considering improvement. Team Accountability places participants in the tension between supporting people and accomplishing the work.
In career and technical education (CTE), these experiences can complement technical training with opportunities to practice the communication, teamwork, and judgment that work-based learning requires. A learner can rehearse asking a supervisor for clarification or addressing a team commitment before encountering that situation in an internship or apprenticeship. Instructors can connect the reflection to expectations in the learner’s chosen field.
Career services teams can use the same experiences to help students prepare for internships and early employment. Practicing how to respond to feedback or handle a misunderstanding gives students something concrete to discuss with a career adviser. After entering the workplace, they can revisit a similar challenge and reflect on how their experience changes their response.
In schools of business, faculty can connect practice to management, organizational behavior, and leadership coursework. A team accountability challenge asks students to apply concepts while weighing relationships, responsibilities, and results. Their decisions and explanations become material for class discussion about how a sound principle can lead to different choices in different contexts.
Each experience establishes a context: where you are, when you are, and with whom you are interacting. Participants make decisions, encounter consequences, and reconsider what the situation requires. Communication and collaboration become choices with implications for other people.
Participants also bring themselves to these experiences: their style, lived experience, cultural insights, and understanding of how people work together. With practice and learning as the primary purpose, they have room to make a choice that reflects their own thinking and examine what follows. The simulation has designed pathways and cannot capture every individual nuance, but it can create a useful encounter with an outcome that differs from what someone intended, expected, or needed.
That gap, or dissonance, provides something important to reflect on. What were you hoping would happen? What shaped that expectation? What might you change, and what about the situation itself deserves questioning? Participants can also practice responding to the result – clarifying, repairing, adapting, or deciding to hold their ground – without the risks of working through it for the first time on the job. In this way, Practice Infrastructure gives people a place to draw on the experience they already have while developing judgment for situations they have yet to encounter.
Reflection gives those experiences continuing value. A participant can complete a simulation and remember what happened. The deeper opportunity is to examine why they chose as they did, what they overlooked, and how they might approach a similar challenge differently. Judgment concerns what to do in the situation. Reflection concerns what to learn from it.
Our AI Coach extends that opportunity through a conversation anchored in the participant’s simulation decisions and responses. It can prompt learners to explain their reasoning, consider another perspective, and identify something to try next. That gives reflection a concrete starting point and makes guided debriefing more accessible between conversations with CTE instructors, career advisers, business faculty, mentors, or supervisors.
The resulting decisions and qualitative responses also provide material for reviewing learning. They can help an instructor see how someone interprets a challenge and where further practice may be useful. Establishing durable competence still requires clear criteria and evidence across experiences, including actual work. Simulation provides another place to observe and discuss developing capability.
This is why we use the term Practice Infrastructure. It is an intentionally connected set of opportunities to apply knowledge, make decisions, experience consequences, reflect, and receive coaching. It links instruction, simulations, rehearsal, peer discussion, mentoring, and workplace experience so that learning in one setting strengthens learning in another. The simulation provides a shared experience to examine; reflection and coaching help participants carry its lessons forward. SchoolSims 360 brings this connected approach to professional learning: practice, reflection, conversation, coaching, and insights that help guide further development and examine progress.
The newsletter’s attention to apprenticeships makes this connection especially concrete. Apprentices learn while doing real work, where decisions already carry consequences. Sims can provide a safe space within that experience to work through an unfamiliar challenge, see the implications of different choices, and reflect without putting a customer relationship, team commitment, or job performance at risk. An apprentice can practice before an anticipated situation or revisit a similar challenge after encountering it at work. [1, 2]
Because Sims and AI-supported reflection can be accessed asynchronously, these opportunities can fit around work schedules and extend across locations without requiring a mentor to facilitate every session. Apprentices bring their workplace experience into the simulation and carry questions and insights back to their supervisors and mentors. That is Practice Infrastructure in action: connecting safe practice, reflection, human guidance, and learning on the job while people remain active in the workforce.
That continuity is a practical application of a Learning Society. Someone might encounter a challenge in a course, explore it in a simulation, discuss their reasoning with peers or an AI Coach, and recognize a similar situation at work. They can then bring that workplace experience back into the next conversation or practice opportunity. Judgment and reflection provide the through-line: learning how to act in context and how to learn from what follows. Over time, that cycle can help make durable skills more intentional, visible, and open to development.
A Learning Society needs trusted ways to recognize capability. Practice Infrastructure contributes by creating accessible opportunities to develop and examine it throughout a working life. For CTE programs, that means connecting technical preparation with workplace judgment. For career services, it means supporting the transition from education to employment. For schools of business, it means helping students apply concepts to decisions involving people and performance. Across all three, the opportunity is to connect practice, reflection, and guidance before, alongside, and after the moments that matter.
[1] Carnegie Foundation newsletter – Toward a Learning Society
[2] Stevens and Souto-Maior – Building a Learning Society, Stanford Social Innovation Review
[3] Wichita State University – Spero Career Readiness Program
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SchoolSims provides dynamic, simulation-based professional development for educators and school leaders in public, private, and independent schools, as well as for future educators in colleges and universities. Our simulations present real-world leadership challenges through interactive, decision-based scenarios, leveraging AI-driven insights and live-action elements. By engaging in these experiences, learners refine their decision-making skills, bridge the gap between theory and practice, and enhance their ability to lead in complex educational environments.