MVPClassroom Pilot
STPS Classroom
Signals, Resources and Sessions — a focused space to curate, discuss, and run your week.
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Signal Spotlight
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Smart Prompts
Ask about last class
Signal AI Review
Run Ask AI from the Signals workspace
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Drop a signal draft in the Signals workspace and tap Ask AI. Once stored, the summary appears here for quick review.
Example
- • Focus: fairness metrics missing for Week 6 brief
- • Risk: students confused about audit steps
- • Suggestion: link EU AI Act resource + invite mentor review
Signals
3
Curated this week
Resources
5
Assigned + Supplemental
Discussions
2
Active conversations
Progress
67%
Week completion
Week 1 — Foundations: TA, ELSA/ELSI, RRI
Genealogy + mini exercise
3 signals • 4 resources
Week 2 — Scanning methods & futures tools
Horizon scanning, weak signals, STEEP/PEST
1 signals • 2 resources
Week 3 — Generative AI & automation
Risk/impact matrix + scenario sketching
1 signals • 2 resources
Week 4 — CRISPR, genome editing, neurotech
Rapid HTA + policy brief outline
0 signals • 2 resources
Week 5 — Climate interventions & geoengineering
Backcasting to net-zero goals
1 signals • 1 resources
Week 6 — Collaborative Policy Lab
Reflection, peer review, method clinic
0 signals • 1 resources
Week 7 — Energy transition
Social LCA + roadmap
1 signals • 2 resources
Week 8 — Synthetic biology & biosecurity (dual-use)
Mini-Delphi on governance levers
0 signals • 2 resources
Week 9 — Robotics, embodied AI, care & work
Speculative vignettes + equity critique
1 signals • 3 resources
Week 10 — Data governance, privacy, surveillance
HRIA framing + scenario matrix
1 signals • 2 resources
Week 11 — Frontier uncertainty: quantum, space, dual-use
Real-options thinking + wildcard stress-tests
1 signals • 3 resources
Week 12 — Mini-project / Peer week
Integration, peer feedback, coaching
0 signals • 1 resources
Week 13 — Final synthesis & stakeholder briefings
Professional briefings & lessons learned
0 signals • 0 resources
AI Insights
Smart suggestions for your learning
Cross-Reference Opportunity
Your signal "Clinical Bias in Radiology" connects to 3 resources in Week 5
Discussion Prompt
Consider posting about fairness metrics—it aligns with your recent signals
Next Steps
Week 6 builds on bias concepts—review resources early for deeper prep
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Recent Discussions
Latest questions & reflections
- question
Map the genealogy: TA → ELSA → RRI
In 2–3 lines, what changes across these lenses for your chosen tech?
weekweek1Oct 30, 2025, 9:00 AMUnknown author0 replies - reflection
Where does risk concentrate first for GPT in service contexts — data, model, workflow, or deployment?
Where does risk concentrate first for GPT in service contexts — data, model, workflow, or deployment?
weekweek3Oct 30, 2025, 9:00 AMUnknown author0 replies - reflection
From your tech’s supply chain, which hotspot is most sensitive in S-LCA and why?
From your tech’s supply chain, which hotspot is most sensitive in S-LCA and why?
weekweek7Oct 30, 2025, 9:00 AMUnknown author0 replies - question
What’s the first HRIA red flag in your dataset?
Name one, then suggest a mitigation you’d actually implement.
weekweek10Oct 30, 2025, 9:00 AMUnknown author0 replies
Activity
Signals • Resources • Discussions
- signalClassical TA (expert input for MPs)Oct 30, 2025
- signalParticipatory TA (broaden debate)Oct 30, 2025
- signalConstructive TA (shape design)Oct 30, 2025
- signalAI Impact Assessments landscapeOct 30, 2025
- signalHorizon scanning & weak signalsOct 30, 2025
- signalSolar geoengineering — history & governanceOct 30, 2025
- signalSocial LCA for energy transitionsOct 30, 2025
- signalEthics of embodied AI in careOct 30, 2025
- signalHuman Rights Impact Assessment for AIOct 30, 2025
- signalQuantum & space governance uncertaintyOct 30, 2025
