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Simple Solutions
Simple Solutions Router is a token-efficient AI routing agent built for AMD Developer Hackathon Track 1. The system reads a batch of tasks, classifies each task by type, and chooses the cheapest reliable path to produce the final answer. Simple deterministic solvers handle tasks such as math, formatting, named entity recognition, and structured reasoning when the answer can be verified locally. Harder or higher-risk tasks are routed to allowed Fireworks models with compact prompts, strict output limits, and category-specific answer formats. Simple Solutions Router is a token-efficient AI routing agent built for AMD Developer Hackathon Track 1. The system reads a batch of tasks, classifies each task by type, and chooses the cheapest reliable path to produce the final answer. Simple deterministic solvers handle tasks such as math, formatting, named entity recognition, and structured reasoning when the answer can be verified locally. Harder or higher-risk tasks are routed to allowed Fireworks models with compact prompts, strict output limits, and category-specific answer formats. The goal is simple: keep accuracy high while spending as few Fireworks tokens as possible. In the latest judged benchmark run, the agent reached 86.25% accuracy across 80 tasks, made 40 Fireworks requests, used 8,857 Fireworks tokens, completed in about 11 seconds, and had 0 remote errors. The strongest categories were math and named entity recognition, both scoring 10/10, with strong performance across debugging, sentiment, QA, generation, logic, and summarization. Simple Solutions Router focuses on practical efficiency: local classification, deterministic solving, validation, compact fallback prompts, and fast containerized execution.
13 Jul 2026
