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Resource Hub · Learning and Partnership Tool
Prototype Learning Exchange
Share what you tried, what you learned, and what support the next move requires
Use a learning exchange after a prototype or early implementation experience has produced evidence worth interpreting with others. The purpose is collective learning and responsible next action—not selling a polished solution.
Entries stay in the Brief working canvas when you change views. Use short, labeled notes or a partner to capture ideas. Print before leaving; reloading clears entries.
Complete meeting sequence
Brief working canvas
Prototype Learning Exchange
Purpose: Share evidence and changed understanding with relevant people, then identify concrete support and a proportionate next move.
Use this when: A prototype or early implementation has produced evidence worth interpreting together.
Scope: One-team exchange with a prepared account. Use the Full guide for wider participation and expanded interpretation.
Start with: One prepared five-part learning account, source summaries, affected and operational knowledge, peers or partners, and relevant decision owners.
Time: 40–50 minutes for one prepared team exchange; the steps allocate 40. Allow 45–60 minutes for fuller discussion, and separate preparation time; multiple teams need additional sessions. These are planning estimates; allow additional processing and participation time.
Participation: Think individually before discussion. Use bullets, a labeled diagram, or spoken ideas captured and checked by a partner. You may pass and return. Keep the required information and reasoning visible in your chosen format.
1. Frame participation and authority
5 minutesConfirm purpose, learning question, roles, decision boundaries, privacy, consent, and access. Choose a written, visual, spoken, audio, demonstration, conversation-table, or dialogue format that preserves the learning account.
Keep the labels shown so related answers remain distinguishable. An explicit unknown is useful.
Include: Purpose / decision boundaries · Affected / operational / peer / decision perspectives · Missing knowledge · Formats / access / consent / attribution / compensation
2. Share five elements, then clarify
8 minutesPresent challenge/uncertainty; what was tried; evidence gathered; what confirmed, complicated, or contradicted thinking; and next move/support needed. Name represented people, limits, and what requires stronger evaluation. Ask factual questions first.
Keep the labels shown so related answers remain distinguishable. An explicit unknown is useful.
Include: Challenge / consequential uncertainty · Bounded action tried · Evidence / sources / context / representation / limits · What changed — interpretation · Proposed next move / support
Keep the labels shown so related answers remain distinguishable. An explicit unknown is useful.
Include: Factual question / answer · Unknown / evidence needed
3. Interpret with affected and situated people
12 minutesDiscuss confirmation, complication, contradiction, and differences across roles or settings. Record alternative meanings, limits on generalization, and newly visible support, barriers, or power.
Keep the labels shown so related answers remain distinguishable. An explicit unknown is useful.
Include: Confirmation / evidence · Complication / contradiction / alternative · Difference / context / uncertain connection · Support / barrier / power now visible · Limits / meaningful dissent
4. Separate four response types
10 minutesLabel feedback/interpretation, questions/missing evidence, genuine partnership/support offers, and decisions within a named person’s authority. Ask each reviewer what barrier or support is within their responsibility.
Keep the labels shown so related answers remain distinguishable. An explicit unknown is useful.
Include: Feedback / interpretation — source · Questions / missing evidence — source
Keep the labels shown so related answers remain distinguishable. An explicit unknown is useful.
Include: Support / partnership offer / person / commitment · Authorized decision / decision owner / scope · Institutional barrier within responsibility / action
5. Choose the team’s next move
5 minutesSelect continue, revise, test differently, inquire, reframe, combine, pause, stop, or move toward implementation. Explain evidence and support; record who owns the action and who reviews it.
Keep the labels shown so related answers remain distinguishable. An explicit unknown is useful.
Include: Move / evidence / limits / rationale · Support / partnership / authority / barrier removal · Action / owner / timing · Review date / participants
Done when
All five learning elements were shared with evidence limits, relevant people interpreted the record, four response types remained distinct, and the team’s justified next move has concrete support and review.
One next move
Turn the confirmed support needs and offers into a compact using the Change Leadership Support and Sustainability Map.
This retains the local learning-exchange synthesis of prototyping, psychological-safety, and Cultures of Growth guidance. The brief is a Collaboratory presentation adaptation of this tool; its established sources and local contributions remain attributed in Optional support. CAST UDL Guidelines 3.0 informs the navigation and participation supports.
Complete instructions and working materials
Full guide
Prototype Learning Exchange
Work through the visible activity below. Use the Brief working canvas tab to enter or revisit your notes.
Plan the chosen activity, preparation, fieldwork, and review separately. The brief gives revised meeting estimates; allow more time to complete the full working materials or resolve missing evidence and commitments.
Five elements
Share a learning account—not a persuasive pitch.
Teams may organize these elements in any accessible format. Presentation polish is not an evaluation criterion.
- 1
Challenge and uncertainty
What challenge were we examining, and what were we genuinely uncertain about?
- 2
What we tried
What bounded prototype or action did we take to learn?
- 3
Evidence gathered
What did we hear, observe, document, or measure—and whose perspectives are represented?
- 4
What changed
What confirmed, complicated, or contradicted our thinking?
- 5
Next move and support
What should happen next, and what support or partnership would make that learning possible?
Choose an accessible form
Use the format that supports participation and learning.
Offer more than one way to prepare, contribute, and respond when possible. No format should receive greater status because it looks more polished.
Conversation table
Use a hosted small-group exchange rather than a presentation to a single audience.
Short written brief
Share a concise learning record in advance or as an asynchronous option.
Demonstration
Let participants interact with the prototype while the team observes and asks focused questions.
Audio contribution
Offer a recorded or live option when spoken reflection supports access or participation.
Facilitated dialogue
Use structured prompts, silent reflection, and multiple rounds of interpretation.
Who participates?
Leadership is one participant group—not the sole audience or judge.
Include the people whose experience, knowledge, authority, implementation role, or potential partnership matters to the next decision. Invite affected participants to help interpret findings when appropriate, with clear consent, access, recognition, and decision boundaries.
Team members
Share the work, listen without defending it, and retain responsibility for the next learning move.
Affected and contextually situated participants
Interpret how the evidence fits—or fails to fit—their experience and context.
Peers and potential partners
Offer questions, connections, expertise, labor, or resources they can genuinely contribute.
Leaders and decision owners
Clarify authority, remove barriers, name constraints, and distinguish an authorized decision from general feedback.
Cultures of Growth facilitation check
Read the cues participants receive
Use this check while designing the exchange and again before responses are shared. Reward candor, learning, help-seeking, responsible revision, and attention to unexpected outcomes rather than confidence or polished performance.
- DevelopmentAre participants being asked to prove competence or supported in developing it?
- DifficultyCan difficulty and uncertainty be discussed without status loss?
- FeedbackIs feedback specific, reciprocal, actionable, and connected to support?
- LearningAre mistakes and unsuccessful tests documented as sources of learning?
- SharingAre effective practices shared, adapted, and credited?
- SupportDo expectations for growth come with adequate time, strategies, mentoring, resources, and institutional support?
Examine organizational messages, practices, resources, and responses to difficulty. Keep the focus on the culture surrounding participants and the support available to them.
Facilitation sequence
Frame → Share → Clarify → Interpret → Respond → Decide
Protect a pause between interpretation and decision. A compelling presentation should not create pressure for a commitment larger than the evidence supports.
5 min
Frame the exchange
Name the learning purpose, available formats, decision boundaries, confidentiality, and who will participate.
5–8 min
Share the learning story
Use the five elements. Keep the prototype provisional and distinguish evidence from interpretation.
3–5 min
Clarify
Ask factual questions before offering interpretations, advice, commitments, or decisions.
10–15 min
Interpret together
Compare what the evidence may mean, including affected participants’ interpretations and meaningful differences.
5–10 min
Separate responses
Record feedback, questions, partnership offers, and authorized decisions in distinct places.
5 min
Choose the next move
The team names what it will continue, revise, investigate, combine, pause, stop, or move toward implementation.
Preparation and response canvas
Prototype Learning Exchange
Use short notes. Attach supporting evidence only when it helps participants understand its source, context, differences, and limits.
Prepare
Build the five-part learning account
1Challenge and uncertaintyWhat challenge were we examining, and what were we genuinely uncertain about?
2What we triedWhat bounded prototype or action did we take to learn?
3Evidence gatheredWhat did we hear, observe, document, or measure—and whose perspectives are represented?
4What changedWhat confirmed, complicated, or contradicted our thinking?
5Next move and supportWhat should happen next, and what support or partnership would make that learning possible?
Evidence boundary: Name whose perspectives are represented, where the evidence applies, what remains uncertain, and what would require a stronger evaluation design.
Invite interpretation
Decide who should be in the exchange and how they can participate
People affected by the issue or prototype
People with relevant lived, contextual, professional, or implementation knowledge
Leaders or decision owners relevant to the next move
Whose perspective remains missing?
Participation formats and access supports
Consent, attribution, privacy, or compensation boundaries
Separate responses
Keep different kinds of contribution from becoming one verdict
Feedback or interpretationQuestions or missing evidencePartnership or support offerDecision within someone’s authority
For reviewers:
What institutional support or barrier is within your responsibility—and what will you do, clarify, or decide?
Interpret
Make meaning without forcing consensus
What confirmed part of our thinking?
What complicated it?
What contradicted it?
How did interpretations differ across roles, groups, or settings?
What should not be generalized from this exchange?
What support, barrier, or power arrangement became more visible?
Decide
Choose a proportionate next move
Selected next move and evidence supporting it
Support, partnership, authorization, or barrier removal required
Who owns the next action—and by when?
When and with whom will we review what happens next?
Exchange safeguards
Protect learning from performance and hierarchy.
The exchange should make it safer to share uncertainty and unexpected outcomes while preserving candid questions, responsibility, and evidence-informed decisions.
Do not score presentation polish.Assess the clarity of the learning question, evidence, limits, interpretation, and next decision—not confidence, charisma, visual finish, or production quality.
Share interpretive authority.Affected participants should help interpret findings where appropriate; leaders participate alongside other relevant knowledge holders.
Label each response.Keep feedback, questions, partnership offers, and authorized decisions distinct so advice is not mistaken for a mandate.
Legitimize changing course.Revising, pausing, stopping, or returning to inquiry can be responsible evidence-linked outcomes.
Protect processing time.Give teams time to listen and reflect before responding or agreeing to a next step.
Make support concrete.Ask reviewers to name the institutional barrier, resource, decision, or relationship within their own responsibility.
How this tool connects
Carry the work forward.
Use these handoffs flexibly. New evidence may send a team back to an earlier tool.
Return to this tool
when new evidence, feedback, or implementation learning should be interpreted with a wider group.
Optional support
Preparation, pacing, and participationPrepare the starting information and access supports; allow time for the activity and its follow-through.
One prepared five-part learning account, source summaries, affected and operational knowledge, peers or partners, and relevant decision owners.
40–50 minutes for one prepared team exchange; the steps allocate 40. Allow 45–60 minutes for fuller discussion, and separate preparation time; multiple teams need additional sessions.
Share purpose and prompts in advance when possible. Offer private preparation, accessible formats, and a recorder or partner. Plan how outputs will be returned, stored, and reviewed.
Sources, adaptations, and attributionReview the intellectual foundations, local contributions, and suggested citation.
Source and attribution
Prototype feedback, psychological safety, and Cultures of Growth
This exchange extends the culminating prototype-sharing practice used in the 2025 Collaboratory. It replaces a persuasive pitch orientation with a structured account of uncertainty, action, evidence, changed understanding, and the next learning move.
The design draws on established prototyping and feedback practice, psychological-safety scholarship emphasizing interpersonal conditions for speaking up and learning, and Cultures of Growth attention to organizational cues that reward development, help-seeking, feedback, and learning from setbacks. The Resource Hub contributed this particular synthesis and facilitation canvas.
Edmondson: Psychological Safety and Learning Behavior in Work Teams