GuideHigh
VR Best Practices Guide
Short design rules for comfort, pacing, and classroom safety.
Loading The VR School
SF
Student command center
Welcome back, Sarah.
Today has one clear mission: finish a meaningful lesson, capture evidence, and leave with a stronger portfolio than you had this morning.
Up next
Evaluating model outputs without guessing
Bring one messy question from your real life. SofAI will help turn it into a testable prompt.
25 min42% complete
days
7
Learning streak
of 87
24
Lessons completed
across courses
29%
Average progress
Shared truth engine
Role-specific dashboards that talk to each other.
One append-only learning event projects into role-safe dashboards, SofAI recommendations, transcript context, and the EduCoin ledger.
Lesson completed · Live projection
Sarah Freeman completed Banking and Safe Money
1
event
10
views
15
EDU
Dashboard OS
A living command center for every role.
The interface rewards progress, explains context, and routes each stakeholder to one useful action.
What unlocked
+15 EDU
A lesson completion became learning progress, portfolio evidence, and a pending value event.
What to do next
1 action
SofAI recommends saving the artifact, starting the budget lab, or asking for a misconception scan.
Why it matters
Proof
The same event strengthens transcript context, parent confidence, teacher queues, and district rollout evidence.
Trust boundary
Role-safe
Each stakeholder sees the minimum useful projection: no surveillance, no hidden banking claims.
Role switchboard
Same truth, different superpowers.
studentprogress + EDU
Continue the highest-leverage lesson
parentconfidence
Encourage the next meaningful action
teacherreviews due
Clear the highest-impact feedback queue
counselorpathway fit
Map ambition to evidence
admincohort pulse
Prioritize the queue that changes outcomes
districtrollout proof
Activate the next school cohort
Signup to graduation
One journey, one ecosystem, every milestone connected.
1account
Account
Profile Command Center created
Welcome wallet and starter credit
A single identity for every role and milestone
2placement
Plan
SofAI maps goals to course options
Rewards for clarifying goals and constraints
Courses connect to transcript, CVC, UC A-G, MIT, Stanford, and career pathways
3learning
Learn
Lessons, artifacts, and teacher feedback update dashboards
Value events for meaningful progress
Proof accumulates while students learn
4finance
Finance
Personal finance becomes the operating system for money behavior
Earn, save, spend, classify, and reflect
Students build financial literacy and credit-readiness language
5credential
Credential
Artifacts move through review, issuer governance, and verification
Verification and completion can trigger governed rewards
Portable proof supports college, work, and district outcomes
6graduation
Graduate
Transcript, portfolio, credentials, and life plan converge
Capstone missions recognize durable achievement
The learner leaves with evidence, confidence, and a future map
EduCoin habit loop
Daily reasons to come back and grow.
+10 EDUStudents and families
Daily learning streak
Complete one meaningful lesson step and save the artifact to your timeline.
Trust: Educational reward; not a deposit or legal tender.
+5 EDUEvery signed-in user
SofAI clarity check
Ask SofAI why the next recommended action matters and what data was used.
Trust: Recommendations are explainable and role-aware.
+15 EDUPersonal finance learners
Finance superpower
Update a savings goal, classify a value event, or compare a credit decision.
Trust: Course behavior can teach credit readiness without becoming consumer credit.
Sponsor poolDistricts, schools, clubs, PTAs, and partners
Community impact mission
Launch a financial-literacy mission with aggregate, privacy-safe impact evidence.
Trust: Sponsor impact reporting does not expose private student records.
+15 EDU
Student
Reward and progress unlocked
Sarah sees course progress, 15 EDU pending reward, the next lesson, and a portfolio prompt.
Open viewcohort pulse
Admin
Engagement analytics update
Admin sees cohort completion, conversion, support, and district readiness metrics move from the same event.
Open viewnext action
SofAI
Recommendations refresh
SofAI updates the next best action: finish budgeting, review bank profile, and save the artifact.
Open viewledger event
EduCoin
Ledger records value event
EduCoin records a balanced reward intent with idempotency, classification, and dashboard projections.
Open viewPrivacy-safe projection
Same truth. Different responsibility.
Each role sees only the projection needed for support, teaching, advising, operations, sponsorship, or regulator evidence.
One event, many role-safe projections.
Students see progress; adults see support context.
Teachers and counselors see work queues, not noise.
Admins, districts, sponsors, and regulators see aggregate evidence.
SofAI recommends; humans approve privileged actions.
EduCoin records value without exposing private student detail.
Today's flight plan
Know exactly what to do next.
Warm up
DoneReview your last SofAI note
2 minutes to remember the question you were chasing.
Deep work
NowEvaluating model outputs without guessing
One lesson, one artifact, one written reflection.
Proof
NextAdd evidence to iBuildme
Save the artifact while the learning is still fresh.
Active courses
Every class points to proof.
42%
Portfolio demo: AI critique notebook
Generative AI: Foundations & Applications
Build a working AI research assistant and explain how it thinks.
11/26 lessons25 min
28%
Portfolio demo: AI product flow
AI Design & Development
Prototype intelligent tools with interfaces people can actually trust.
8/29 lessons30 min
16%
Transcript evidence: honors lab reflection
AI & Machine Learning Honors
Turn the math behind learning systems into visible, explainable experiments.
5/32 lessons40 min
Calendar that helps
9:00 AM
Focus sprint
Finish the next lesson
1:30 PM
SofAI check-in
Ask for a misconception scan
4:00 PM
Portfolio polish
Add one reflection
Human backup
Stuck, overwhelmed, or unsure what counts as good work? Start with SofAI, then bring the best question to a mentor.
Portfolio momentum
Turn learning into evidence.
14
Artifacts captured
3 ready for review
6
Transcript signals
UC A-G aligned
A-
Reflection quality
clarity is rising
Deadlines
Unit 2 Reflection
PriorityGenerative AI - due Tomorrow
Prompt Engineering Project
StudioGenerative AI - due Friday
Design critique recording
PlanAI Design - due Next week
Milestones
First Studio
Submitted your first course artifact
7-Day Spark
Kept a steady learning streak
Evidence Builder
Attach 5 artifacts to iBuildme
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