Play Browser · 101 plays

Solution plays

Production-grade FAI Protocol plays. Each ships with a manifest, infrastructure code, primitives, and an evaluation suite. All MIT.

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24 of 101 playsClear filters

74-ai-tutoring-agentmedium
Optimize difficulty curves, Socratic prompt quality, hint timing, engagement metrics
Optimize difficulty curves, Socratic prompt quality, hint timing, engagement metrics
primitives
10
waf
4
industry
general
- azure
75-exam-generation-enginesmall
Optimize difficulty calibration, distractor quality, Bloom's distribution, generation cost
Optimize difficulty calibration, distractor quality, Bloom's distribution, generation cost
primitives
10
waf
3
industry
general
- azure
77-research-paper-aimedium
Optimize search relevance, extraction precision, synthesis coherence, citation coverage
Optimize search relevance, extraction precision, synthesis coherence, citation coverage
primitives
10
waf
4
industry
general
- azure
78-precision-agriculture-agentmedium
Optimize NDVI thresholds, classification models, irrigation scheduling, variable-rate prescriptions
Optimize NDVI thresholds, classification models, irrigation scheduling, variable-rate prescriptions
primitives
10
waf
4
industry
general
- azure
80-biodiversity-monitormedium
Optimize classifier thresholds, camera trap filtering, bioacoustic sensitivity, occupancy model parameters
Optimize classifier thresholds, camera trap filtering, bioacoustic sensitivity, occupancy model parameters
primitives
10
waf
4
industry
general
- azure
83-building-energy-optimizermedium
Optimize setpoint ranges, occupancy thresholds, comfort vs savings trade-off, fault sensitivity
Optimize setpoint ranges, occupancy thresholds, comfort vs savings trade-off, fault sensitivity
primitives
10
waf
4
industry
general
- azure
84-citizen-services-chatbotmedium
Optimize response accuracy, reading level, language coverage, resolution rate, escalation rules
Optimize response accuracy, reading level, language coverage, resolution rate, escalation rules
primitives
10
waf
4
industry
customer-support
- azure
87-dynamic-pricing-enginemedium
Optimize elasticity coefficients, change limits, revenue vs margin trade-off, surge pricing caps
Optimize elasticity coefficients, change limits, revenue vs margin trade-off, surge pricing caps
primitives
10
waf
4
industry
general
- azure
91-customer-churn-predictormedium
Optimize risk thresholds, feature selection, retention ROI, segment-specific actions
Optimize risk thresholds, feature selection, retention ROI, segment-specific actions
primitives
10
waf
4
industry
customer-support
- azure
92-telecom-fraud-shieldmedium
Optimize fraud thresholds, velocity limits, IRSF range updates, anomaly sensitivity, false positive reduction
Optimize fraud thresholds, velocity limits, IRSF range updates, anomaly sensitivity, false positive reduction
primitives
10
waf
4
industry
general
- azure
94-ai-podcast-generatormedium
Optimize script engagement, SSML prosody, voice selection, production quality, cost per episode
Optimize script engagement, SSML prosody, voice selection, production quality, cost per episode
primitives
10
waf
4
industry
general
- azure
95-multimodal-search-v2medium
Optimize fusion weights, embedding models, cross-modal accuracy, personalization, latency
Optimize fusion weights, embedding models, cross-modal accuracy, personalization, latency
primitives
10
waf
4
industry
general
- azure