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    MIT LLM AI compression

    Revolutionary AI Compression Method Makes LLMs Accessible on Personal Devices

    April 13, 2025 • 1 min read

    Researchers unveil HIGGS, a breakthrough compression technique that allows massive AI language models to run on consumer devices without specialized hardware. This innovation enables compression of models like DeepSeek and LLaMA in minutes instead of weeks, democratizing access to advanced AI technology.

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    DeepSeek cybersecurity API LLM

    12,000 API Keys Found Exposed in LLM Training Data Raising Security Concerns

    March 01, 2025 • 1 min read

    Security researchers discovered thousands of hardcoded credentials within Common Crawl dataset used to train large language models, posing significant cybersecurity risks. The exposed API keys and passwords, many reused across multiple sites, could enable malicious actors to exploit AI systems for unauthorized access and harmful content generation.

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