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New benchmarks show task-specific small language models (TSLMs) outperform large language models (LLMs) in accuracy, cost-efficiency, and speed for high-volume jobs like text classification. Companies ScaleDown and Fastino demonstrate specialized models thousands of times cheaper and faster than frontier LLMs from Anthropic, OpenAI, and Google.
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Summary by ByteBrief
Z.ai GLM-5.2 beats GPT-5.5, targets AGI