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    <span class="eyebrow">News</span>
    <h1 class="proj__title">News &amp; Updates</h1>
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      Releases, milestones, and publications from the Future Machine Learning &amp; Systems Lab.
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        <span class="news__date">May 26, 2026</span>
        <p class="news__text"><strong><a href="projects/oscar.html">OSCAR</a></strong> crosses 300&nbsp;★ on GitHub in its first week — thanks to the open-source community.</p>
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        <span class="news__date">May 19, 2026</span>
        <p class="news__text"><strong><a href="projects/oscar.html">OSCAR</a></strong> released — 2-bit KV-cache serving at 2.28 effective bits/element with near-BF16 accuracy on Qwen3 and GLM-4.7.</p>
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        <span class="news__date">Apr 2026</span>
        <p class="news__text"><strong><a href="projects/care.html">CARE</a></strong> presented at <strong>ICLR 2026</strong>: covariance-aware, rank-enhanced decomposition for Multi-Head Latent Attention.</p>
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