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    <title>Startup on Marcello Barnaba</title>
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      <title>Bioniqa: We Applied to Y Combinator</title>
      <link>https://sindro.me/posts/2009-04-07-bioniqa-applying-to-y-combinator/</link>
      <pubDate>Tue, 07 Apr 2009 00:00:00 +0000</pubDate>
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      <description>&lt;div class=&#34;retrospective&#34;&gt;&#xA;  &lt;span class=&#34;retrospective-icon&#34;&gt;&amp;#x1f50d;&lt;/span&gt;&#xA;  &lt;div class=&#34;retrospective-body&#34;&gt;&#xA;    &lt;em&gt;2026 retrospective&lt;/em&gt;&lt;br&gt;&#xA;    The top competitor we identified in our application &amp;mdash; &lt;a href=&#34;https://en.wikipedia.org/wiki/Aardvark_%28search_engine%29&#34; target=&#34;_blank&#34;&gt;Aardvark&lt;/a&gt; &amp;mdash; was acquired by Google for $50 million in February 2010, then shut down a year later. &lt;a href=&#34;https://www.quora.com/&#34; target=&#34;_blank&#34;&gt;Quora&lt;/a&gt; launched two months after our rejection and grew to 300 million monthly users. Most of the other competitors we listed &amp;mdash; Yahoo Answers, Google Knol, Mosio &amp;mdash; are dead. And the problem we were trying to solve &amp;mdash; &amp;ldquo;ask a question, get a satisfying answer from someone who actually knows&amp;rdquo; &amp;mdash; is now handled by large language models. We wanted humans to be the neurons of a collective mind. Turns out, the neurons would be artificial.&#xA;  &lt;/div&gt;&#xA;&lt;/div&gt;&#xA;&#xA;&lt;p&gt;Back in 2007, &lt;a href=&#34;http://digilander.libero.it/odnalro&#34; target=&#34;_blank&#34;&gt;Antonio Orlando&lt;/a&gt; came to me with an idea for a semantic question-and-answer platform. We called it &lt;strong&gt;Bioniqa&lt;/strong&gt; &amp;mdash; bionic Q&amp;amp;A. Not a search engine &amp;mdash; search engines crawl existing pages and rank them. This would be a system where people generate the content themselves. You ask a question, the system routes it to the right person, and over time it learns who knows what, where, and in which language.&lt;/p&gt;&#xA;&lt;p&gt;We called users &amp;ldquo;Neurons&amp;rdquo; and the collective knowledge &amp;ldquo;the Mind.&amp;rdquo; Each user is specialized &amp;mdash; a Neuron in a particular domain, language, and geography. When connected, information flows between them and the system adapts. The software would borrow concepts from nature: diversity, adaptation, neuroplasticity. Geography and language would be first-class attributes, not afterthoughts.&lt;/p&gt;&#xA;&lt;p&gt;The core insight was that search engines are terrible at contextual, hyperlocal questions. &amp;ldquo;What&amp;rsquo;s the mineral water with the lowest residue currently on sale in Bari?&amp;rdquo; No amount of PageRank helps with that. You need an actual person who lives in Bari and buys mineral water. Our system would find that person for you.&lt;/p&gt;</description>
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