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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36 of 101 playsClear filters

68-predictive-maintenance-ailarge
Optimize RUL thresholds (urgent/planned/monitor), feature selection, model retrain frequency, alert aggregation, cost of downtime vs maintenance
Optimize RUL thresholds (urgent/planned/monitor), feature selection, model retrain frequency, alert aggregation, cost of downtime vs maintenance
primitives
10
waf
5
industry
general
- azure
71-smart-energy-grid-ailarge
Optimize forecast models, renewable curtailment thresholds, demand response timing, cost
Optimize forecast models, renewable curtailment thresholds, demand response timing, cost
primitives
10
waf
5
industry
general
- azure
73-waste-recycling-optimizermedium
Optimize vision model accuracy, route parameters, collection scheduling, contamination thresholds
Optimize vision model accuracy, route parameters, collection scheduling, contamination thresholds
primitives
10
waf
4
industry
general
- azure
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
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
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
90-network-optimization-agentmedium
Optimize utilization caps, latency SLAs, maintenance thresholds, forecast accuracy, routing weights
Optimize utilization caps, latency SLAs, maintenance thresholds, forecast accuracy, routing weights
primitives
10
waf
4
industry
general
- azure
93-continual-learning-agentmedium
Optimize memory retention TTL, distillation thresholds, reflection frequency, retrieval relevance
Optimize memory retention TTL, distillation thresholds, reflection frequency, retrieval relevance
primitives
10
waf
4
industry
education
- 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