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Research

4 entries

  1. Research 5 min read

    Your Backup Administrator Should Not Be Able to Delete Yesterday

    Timelock Drive puts retention below a compromised host. An offline model shows why unfreezing a backup must start a countdown, not erase its protection.

  2. Research 8 min read

    From RouteLLM to Contextual Bandits: How Research Papers Shaped My Model Router

    How I went from naive round-robin model selection to a five-stage routing pipeline backed by RouteLLM, TOPSIS, and LinUCB research. The failures that led to each improvement.

  3. Research 7 min read

    Quantum Error Correction Breakthrough: How Google’s Willow Chip Changes Everything

    Google’s Willow chip achieved the first quantum error correction breakthrough below the critical threshold, proving that adding more qubits can actually reduce errors. This changes the future of computing, cryptography, and AI forever.

  4. Research 14 min read

    Multimodal Foundation Models: Capabilities, Challenges, and Applications

    Build multimodal AI systems with GPT-4 Vision and CLIP—process text, images, and audio together for next-generation foundation model applications.