AI Native Enterprise Week
Day 3 of 4Prototype Mode: Synthetic anonymized dataThursday, May 21, 2026

Professor Cockpit

AI Native Enterprise Week — Day 3 of 4  ·  Active monitoring

Prototype Mode: Synthetic anonymized dataLast updated: today at 08:45
Problem›Audience›Pain›Solution›Oxygen Test›Workflow›HITL›Prototype›Governance
Active Students
80
82 enrolled
Assignment Completion
35%
Day 3 average
↓ 26% from Day 2
Missing Assignments
12
Across all days
↑ 4 since yesterday
Late Submissions
8
Days 2–3 only
↑ 3 since yesterday
Today's Teaching PrioritiesRanked
🔴 Rescue NowUrgent
Project Ghost — T07
Oxygen Test failed. No prototype URL. Evidence of rushed submission. AI-risk signal detected in Day 3 draft.
Suggested action: Send direct message + schedule 1:1
Est. time: 12 minutes
🟡 Clarify NowToday
Teams 03, 08, 12 — Incomplete Workflow
HITL Design Guide not opened. No workflow section in Day 3 draft. Conditionally passed Oxygen Test with unaddressed edge cases.
Suggested action: Send nudges with specific open actions
Est. time: 20 minutes (batch)
🔵 Polish NowThis Afternoon
Teams 02, 05, 09, 14 — Ready for Demo
Passed Oxygen Test. Solid prototype URL. Governance section drafted. Risk: over-reliance on AI generation for presentation.
Suggested action: Share demo prep guide + confirm slot
Est. time: 15 minutes (batch)
Completion Trend — Days 1–3% submitted on time
Student Risk Distribution80 active
On Track35%
Monitor30%
Red Flag15%
Active Alerts4 New
4 students — AI-generated content risk
Detected in Days 2–3 submissions
8 late submissions
Days 2–3 assignments
5 materials below 50% open rate
HITL Design Guide, Governance Framework
Project Ghost (T07) — Oxygen Test failed
No prototype URL accessible
Professor Action FeedToday
Now
Follow up with 12 students with missing Day 1–2 assignments
Send encouraging reminder via Google Classroom
Now
Review AI-risk signals for 4 late submissions from Teams 3, 7, and 11
Open Submission Analyzer and flag for HITL review
09:00
Project Ghost (T07) — Oxygen Test failed, no prototype URL submitted
Schedule immediate 1:1 meeting
10:00
Check in with Teams 4, 8, 15 on low Day 3 material engagement
Send nudge about HITL Design Guide
11:00
Prepare intervention messages for teams with Conditionally Pass scores
Use email template for borderline teams
Framework FitDay 3 overview
Oxygen Test
3 teams conditionally passed
Edge cases not fully addressed
Monitor
PERCH
5 teams on track
Revenue model needs stress-testing
OK
7 Layers
6 teams have data + agent logic
Monitoring gaps in escalation
Clear
HITL Pattern
3 teams need clarification
Review frequency not specified
Monitor
Governance
Only 2 teams have audit trail
Highest risk area for Day 4
Risk
Team Performance RadarOverall score + Oxygen Test
HITL Decisions Pending4 Required
AI-Risk Review4 cases
Late Submission Grace8 cases
Missing Citations3 cases

All decisions require professor approval before feedback is sent.

Team Drilldown — Project Ghost (T07)Needs Intervention
Day 1 — Concept
Pass
Problem statement clear, audience defined
Day 2 — Workflow + HITL
Fail
No HITL section submitted. Workflow vague
Day 3 — Prototype
Fail
No URL, no build log. Rushed draft
Day 4 — Governance
Unknown
Cannot assess until Day 3 is complete
Team Members
S3 (Team Lead) · S11 · S19 · S27
All anonymized · Avg engagement 38%
Recommended Professor Intervention
1. Immediate 1:1 with S3 to understand blocking issue
2. Request Day 2 workflow resubmission by tonight 20:00
3. Offer walk-in office hours for AI tool troubleshooting
4. If no response by 22:00, send Generate Message with deadline
GitHub Link
github.com/ai-native-t07Linked
Prototype URL
Not submittedMissing
Prototype Evidence Checklist4 Incomplete
GitHub LinkT07,T03,T11
Missing
Prototype URLT07 only
Missing
README6 teams
Build LogT07,T12
Missing
Screenshot / RecordingT07,T02,T15
AI-Use Disclosure3 teams
Human Review Point5 teams
Simulation NoteT07,T03
Risk Note4 teams
Next Step Defined8 teams
OK
Simulation Honesty Warning3 Teams

These teams have polished interfaces but weak evidence. They may be using AI to generate compelling presentations that mask underlying gaps.

T07 Project Ghost
No URL, no build log, no human control point. Highest risk.
T03
URL present but build fails. AI-risk signal in Day 3 draft.
T11
Presentation looks complete but citation quality is low. Monitoring.
Why this matters
Professor sign-off is the human control point. A polished slide deck with no working prototype, no build log, and no AI-use disclosure is a simulation of learning — not evidence of it.
Team Panel ReadinessBased on all framework dimensions · Updated Day 3
Team
Aether
Beacon
Cipher
Dynamo
Echo
Flux
Problem Clarity
78
70
59
85
65
76
Oxygen Test
100
100
60
100
100
100
Workflow Clarity
100
100
60
100
100
100
Demo Access
78
70
59
85
65
76
Governance Risk
78
70
59
85
65
76
AI Failure Answer
78
70
59
85
65
76

Scores 0–100 · Red <50 · Amber 50–74 · Green ≥75 · Hover for detail · AI Failure Answer = ability to explain what happens when AI tools fail