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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- 27-ai-data-pipelinemediumOptimize 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
- 47-synthetic-data-factorymediumOptimize 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-aimediumOptimize 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
- 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
- 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
- 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
- 86-public-safety-analyticsmediumOptimize 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
- 93-continual-learning-agentmediumOptimize 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
- 97-ai-data-marketplacemediumOptimize quality scoring weights, search relevance, pricing strategy, synthetic data fidelity
Optimize quality scoring weights, search relevance, pricing strategy, synthetic data fidelity
- primitives
- 10
- waf
- 4
- industry
- data-platform
- azure