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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42 of 101 playsClear filters

66-ai-infrastructure-optimizermedium
Optimize utilization thresholds, cost anomaly sensitivity, analysis frequency, auto-scale triggers, GPU-to-CPU migration criteria
Optimize utilization thresholds, cost anomaly sensitivity, analysis frequency, auto-scale triggers, GPU-to-CPU migration criteria
primitives
10
waf
5
industry
general
- azure
67-ai-knowledge-managementlarge
Optimize capture rate from sources, dedup similarity threshold, taxonomy depth, freshness TTL, expertise scoring weights, retrieval relevance
Optimize capture rate from sources, dedup similarity threshold, taxonomy depth, freshness TTL, expertise scoring weights, retrieval relevance
primitives
10
waf
5
industry
general
- azure
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
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