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      <title>How To Use Open Models Effectively — Zach Mueller</title>
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      <description>Zach Mueller (Lambda) on when open models beat APIs: the current open-model landscape, token-speed targets, quantization trade-offs, and why open weights are good enough for ~90% of tasks for ~90% of people.</description>
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      <title>Shieldstral — Mistral&#39;s 3B Policy-Adaptive Safety Classifier</title>
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      <pubDate>Tue, 04 Aug 2026 11:00:00 -0400</pubDate>
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      <description>Mistral releases Shieldstral: a 3B open-weights multimodal safety classifier that takes your moderation policy as a plain-language question at inference time — Apache 2.0, runs on a 16GB GPU.</description>
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      <title>MiniMax H3 in ComfyUI — Day-0 Open Weights, Native Audio, 2K Video</title>
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      <pubDate>Mon, 03 Aug 2026 11:00:00 -0400</pubDate>
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