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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- 69-carbon-footprint-trackermediumOptimize Scope 3 estimation accuracy, emission factor updates, data collection automation, supplier engagement rate, reporting efficiency
Optimize Scope 3 estimation accuracy, emission factor updates, data collection automation, supplier engagement rate, reporting efficiency
- primitives
- 10
- waf
- 4
- industry
- data-platform
- 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
- 71-smart-energy-grid-ailargeOptimize 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
- 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
- 73-waste-recycling-optimizermediumOptimize 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-agentmediumOptimize 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-enginesmallOptimize 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-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
- 78-precision-agriculture-agentmediumOptimize 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
- 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
- 80-biodiversity-monitormediumOptimize 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
- 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