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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- 54-ai-customer-support-v2largeOptimize intent classification accuracy, reduce unnecessary escalations, improve CSAT scores, tune sentiment thresholds, minimize cost per resolution
Optimize intent classification accuracy, reduce unnecessary escalations, improve CSAT scores, tune sentiment thresholds, minimize cost per resolution
- primitives
- 10
- waf
- 5
- industry
- customer-support
- azure
- 59-ai-recruiter-agentmediumOptimize matching accuracy, reduce disparate impact, calibrate scoring weights, tune PII detection recall, minimize cost per screening
Optimize matching accuracy, reduce disparate impact, calibrate scoring weights, tune PII detection recall, minimize cost per screening
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 60-responsible-ai-dashboardmediumOptimize monitoring cadence, alert thresholds, executive summary quality, report scheduling, intersectional group coverage
Optimize monitoring cadence, alert thresholds, executive summary quality, report scheduling, intersectional group coverage
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 61-content-moderation-v2mediumOptimize per-category severity thresholds, reduce false positives, tune custom blocklists, improve review queue throughput, minimize latency
Optimize per-category severity thresholds, reduce false positives, tune custom blocklists, improve review queue throughput, minimize latency
- primitives
- 10
- waf
- 4
- industry
- media
- azure
- 62-federated-learning-pipelinelargeOptimize convergence speed, client selection strategy, DP epsilon/utility trade-off, aggregation weights, round count, learning rate schedule
Optimize convergence speed, client selection strategy, DP epsilon/utility trade-off, aggregation weights, round count, learning rate schedule
- primitives
- 10
- waf
- 5
- industry
- education
- azure
- 70-esg-compliance-agentmediumOptimize evidence matching confidence, gap prioritization, assessment cadence, materiality thresholds, report quality, cost per assessment
Optimize evidence matching confidence, gap prioritization, assessment cadence, materiality thresholds, report quality, cost per assessment
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 72-climate-risk-assessormediumOptimize scenario parameters, risk thresholds, time horizons, reporting granularity
Optimize scenario parameters, risk thresholds, time horizons, reporting granularity
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 76-accessibility-learning-agentmediumOptimize check accuracy, prioritize high-impact fixes, tune alt-text quality, reduce false positives
Optimize check accuracy, prioritize high-impact fixes, tune alt-text quality, reduce false positives
- primitives
- 10
- waf
- 4
- industry
- education
- azure
- 77-research-paper-aimediumOptimize search relevance, extraction precision, synthesis coherence, citation coverage
Optimize search relevance, extraction precision, synthesis coherence, citation coverage
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 79-food-safety-inspector-aimediumOptimize critical limits, pattern detection sensitivity, alert thresholds, inspection scheduling
Optimize critical limits, pattern detection sensitivity, alert thresholds, inspection scheduling
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 81-property-valuation-aimediumOptimize adjustment factors, comp selection radius, model accuracy, confidence intervals
Optimize adjustment factors, comp selection radius, model accuracy, confidence intervals
- primitives
- 10
- waf
- 4
- industry
- general
- azure
- 82-construction-safety-aimediumOptimize detection confidence, alert thresholds, zone configuration, incident prediction sensitivity
Optimize detection confidence, alert thresholds, zone configuration, incident prediction sensitivity
- primitives
- 10
- waf
- 4
- industry
- security
- azure