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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15 of 101 playsClear filters

10-content-moderationsmall
Optimize category thresholds, reduce false positives, custom blocklist management, latency
Optimize category thresholds, reduce false positives, custom blocklist management, latency
primitives
10
waf
3
industry
media
- azure
13-fine-tuning-workflowsmall
Optimize LoRA rank, learning rate, epochs, batch size, compute selection, cost per training run
Optimize LoRA rank, learning rate, epochs, batch size, compute selection, cost per training run
primitives
10
waf
3
industry
education
- azure
27-ai-data-pipelinemedium
Optimize batch sizes, parallelism, LLM enrichment cost, partition strategy, pipeline scheduling
Optimize batch sizes, parallelism, LLM enrichment cost, partition strategy, pipeline scheduling
primitives
10
waf
5
industry
data-platform
- azure
43-ai-video-generationmedium
Optimize quality/cost trade-off, resolution presets, batch queue throughput, preview workflow, frame sampling rate
Optimize quality/cost trade-off, resolution presets, batch queue throughput, preview workflow, frame sampling rate
primitives
10
waf
4
industry
media
- azure
47-synthetic-data-factorymedium
Optimize data diversity, statistical accuracy, correlation preservation, generation cost, batch size, temperature for variety
Optimize data diversity, statistical accuracy, correlation preservation, generation cost, batch size, temperature for variety
primitives
10
waf
4
industry
manufacturing
- azure
55-supply-chain-aimedium
Optimize forecast model parameters, feature selection, reforecast triggers, risk thresholds, safety stock levels, lead time buffers
Optimize forecast model parameters, feature selection, reforecast triggers, risk thresholds, safety stock levels, lead time buffers
primitives
10
waf
4
industry
manufacturing
- azure
61-content-moderation-v2medium
Optimize 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-pipelinelarge
Optimize 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
65-ai-training-curriculummedium
Optimize learning path effectiveness, completion rates, assessment difficulty calibration, content freshness, cost per learner
Optimize learning path effectiveness, completion rates, assessment difficulty calibration, content freshness, cost per learner
primitives
10
waf
4
industry
media
- azure
69-carbon-footprint-trackermedium
Optimize 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
76-accessibility-learning-agentmedium
Optimize 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
86-public-safety-analyticsmedium
Optimize resource allocation, response time targets, bias thresholds, temporal pattern sensitivity
Optimize resource allocation, response time targets, bias thresholds, temporal pattern sensitivity
primitives
10
waf
4
industry
data-platform
- azure