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      <title>Kolibri Scored Below Gemma 4 in Our Property Assistant</title>
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      <pubDate>Sat, 10 Oct 2026 00:00:00 +0000</pubDate>
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      <description>We put Aleph Alpha&amp;#39;s Kolibri-1, untrained and at 4-bit, into CasaSol&amp;#39;s property-law answering pipeline in place of gemma4:26b, and changed nothing else. On 60 sealed questions it scored 0.10 lower on a 0–2 correctness scale (95 % CI −0.20 to 0.00): level in English, behind in Polish and Spanish. On a new German-buyer slice it showed no edge. Blind judges rated its German native on 13 of 36 answers against gemma&amp;#39;s 30, because it carries English words over from the English source text. It fits a 64 GB Mac mini. It does not earn a live-bot trial.</description>
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