AWS open-sources agent decision and safety tools
AWS open-sourced "decision" and "safety" tools for AI agents. These tools help manage agent logic and security risks, though concurrent processing and cold start performance remain issues.
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Microsoft releases TokenEconomizer plugin to cut costs
Microsoft Research and UC Berkeley released TokenEconomizer, an open-source plugin that reduces coding agent costs by 18.4% to 30.9% on SWE-Bench. It achieves this by learning from past sessions without modifying the agent architecture.
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Xiaomi open-sources 0.8B OCR model
Xiaomi open-sourced Xiaomi-OCR-0, a lightweight document understanding model with 0.8B parameters. Based on the Qwen3.5 foundation, it covers document parsing, key information extraction, and OCR visual question answering, with weights and code available on Hugging Face.
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