Third Culture cheap tier: near-zero-cost, fast model for bulk classification, extraction, and short summaries. Primary: DeepSeek V4-Flash on W&B Inference; fallbacks: Llama 4 Maverick on DeepInfra, Gemini 3.1 Flash Lite on Google AI Studio.
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