From fine-tuning open source models to building agentic frameworks on top of them, the open source world is ripe with ...

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International Business Machines Corporation ( IBM) Q4 2025 Earnings Call January 28, 2026 5:00 PM EST ...

大量的工具说明书挤占了模型的上下文。根据Anthropic的计算，大概50 个工具的定义就会吃掉约 20,000 Tokens。结果Agent 的注意力全放在记住工具名上了，其他的执行、推理严重受损。