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Uncovering Relationships between Android Developers, User Privacy, and Developer Willingness to Reduce Fingerprinting Risks

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Uncovering Relationships between Android Developers, User Privacy, and Developer Willingness to Reduce Fingerprinting Risks

·7 min read·Alex Berke, Güliz Seray Tuncay, Michael Specter et al.

This paper investigates how Android developers perceive platform efforts to reduce user tracking via device fingerprinting, a stealthy method that circumvents user controls and privacy protections

researchandroid-developer-privacymobile-fingerprintingplatform-privacy-interventiondeveloper-survey

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Training LLMs for Multi-Step Tool Orchestration with Constrained Data Synthesis and Graduated Rewards

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Training LLMs for Multi-Step Tool Orchestration with Constrained Data Synthesis and Graduated Rewards

·8 min read·Cheng Jiayang, Xin Liu, Zhihan Zhang et al.

This paper addresses the challenge of training large language models (LLMs) for multi-step tool orchestration—executing sequences of API calls with interdependencies—where prior state-of-the-art su…

researchmulti-step-tool-orchestrationreinforcement-learningreward-shapingapi-integration

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