Martian cost-quality optimization
Router chooses LLM by uptime, skillset, and cost-to-performance ratio; 20-97% cost reduction maintaining benchmark performance
AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.5.54
Key facts
- Vertical
- Software & tech
- Function
- Agents & dev
- Status
- Seen in the wild
- Volume
- high
- Value
- major
- Risk
- moderate
- Evidence
- described plan
- Flags
- check-fit
Source: https://itbrief.com.au/story/seed-funding-secured-for-martian-ai-venture-which-routes-llm-requests
Build this with a classifier
Define a typed decision with a bounded answer, then evaluate it on examples.
{
"decision_type": "choice",
"question": "Does this input match the decision in “Martian cost-quality optimization”?",
"input": "<input to classify>",
"output": "one label from a fixed list"
}Related use cases
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