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content/posts/open_source_ai.md

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**Author: Lum Ramabaja**
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This essay was originally published as a blog post on [Open Cybernetics](https://blog.opncbr.com/post/open_source_ai/) \& [ChainlessCoder](https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/). It can also be read as a PDF on [arXiv]().
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This essay was originally published as a blog post on [Open Cybernetics](https://blog.opncbr.com/post/open_source_ai/) \& [ChainlessCoder](https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/).
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docs/index.html

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<div class="summary">Author: Lum Ramabaja
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This essay was originally published as a blog post on Open Cybernetics &amp; ChainlessCoder. It can also be read as a PDF on arXiv.
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This essay was originally published as a blog post on Open Cybernetics &amp; ChainlessCoder.
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&lt;img width=&#34;100%&#34; height=&#34;100%&#34; src=&#34;https://chainlesscoder.com/images/open_source_ai/banner.png&#34;&gt;
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&lt;/p&gt;
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&lt;p&gt;&lt;strong&gt;Author: Lum Ramabaja&lt;/strong&gt;&lt;/p&gt;
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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;. It can also be read as a PDF on &lt;a href=&#34;&#34;&gt;arXiv&lt;/a&gt;.&lt;/p&gt;
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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;.&lt;/p&gt;
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docs/posts/index.xml

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&lt;img width=&#34;100%&#34; height=&#34;100%&#34; src=&#34;https://chainlesscoder.com/images/open_source_ai/banner.png&#34;&gt;
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&lt;p&gt;&lt;strong&gt;Author: Lum Ramabaja&lt;/strong&gt;&lt;/p&gt;
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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;. It can also be read as a PDF on &lt;a href=&#34;&#34;&gt;arXiv&lt;/a&gt;.&lt;/p&gt;
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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;.&lt;/p&gt;
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docs/posts/open-source-ai-and-the-challenges-ahead/index.html

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<p><strong>Author: Lum Ramabaja</strong></p>
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<p>This essay was originally published as a blog post on <a href="https://blog.opncbr.com/post/open_source_ai/" target="_blank" rel="noopener">Open Cybernetics</a> &amp; <a href="https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/" target="_blank" rel="noopener">ChainlessCoder</a>. It can also be read as a PDF on <a href="">arXiv</a>.</p>
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<p>This essay was originally published as a blog post on <a href="https://blog.opncbr.com/post/open_source_ai/" target="_blank" rel="noopener">Open Cybernetics</a> &amp; <a href="https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/" target="_blank" rel="noopener">ChainlessCoder</a>.</p>
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<h1 id="the-price-of-ai">The price of AI <a href="#the-price-of-ai" class="anchor">🔗</a></h1><p>While I remain confident that open source AI will continue to bloom, I believe that the incentives for corporations and governments to limit access to novel neural network architectures and techniques will only intensify in the coming years. In this essay, I aim to predict and outline the potential disruptions that may occur over the course of this decade, and to offer some ideas and solutions to help the open source community adapt to this hypothetical future. Predicting the future is of course difficult, and I realize that many of the predictions I make may not come to pass or may unfold entirely differently. However, this does not render the exercise of thinking about the future futile. Rather, contemplating possible futures can help us adapt proactively to an ever-changing world. As our world continues to evolve at a rapid pace, the ability to envision and prepare for possible new worlds will become ever more important.</p>
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<p>In the near future, the way we interact with people, the way we exchange and perform labor, even the way societies are organized will change in fundamental ways. It appears highly probable that each person will have personalized AI entities, which I refer to as &ldquo;Ghosts&rdquo;, that will link them to a global network of other AI systems. These AI systems will perform many services for us. Rather than perceiving them as mere assistants, it may be more fitting to regard them as cognitive extensions of ourselves. Firms and organizations will most likely also have their own Ghosts, enabling more effective collaboration among members. Beyond the social aspects, associative memory networks with recurrent connections might enable AI systems to form a memory. These stand-alone Ghosts might even develop an identity. Furthermore, AI systems leveraging consensus algorithms may be developed, potentially giving rise to decentralized autonomous AIs. Although this future has yet to materialize, we can already envision some of the economic dynamics that will unfold.</p>

docs/tags/ai/index.xml

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&lt;p&gt;&lt;strong&gt;Author: Lum Ramabaja&lt;/strong&gt;&lt;/p&gt;
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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;. It can also be read as a PDF on &lt;a href=&#34;&#34;&gt;arXiv&lt;/a&gt;.&lt;/p&gt;
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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;.&lt;/p&gt;
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docs/tags/open-cybernetics/index.xml

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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;. It can also be read as a PDF on &lt;a href=&#34;&#34;&gt;arXiv&lt;/a&gt;.&lt;/p&gt;
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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;.&lt;/p&gt;
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docs/tags/open-source/index.xml

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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;. It can also be read as a PDF on &lt;a href=&#34;&#34;&gt;arXiv&lt;/a&gt;.&lt;/p&gt;
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&lt;p&gt;This essay was originally published as a blog post on &lt;a href=&#34;https://blog.opncbr.com/post/open_source_ai/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;Open Cybernetics&lt;/a&gt; &amp;amp; &lt;a href=&#34;https://chainlesscoder.com/posts/open-source-ai-and-the-challenges-ahead/&#34; target=&#34;_blank&#34; rel=&#34;noopener&#34;&gt;ChainlessCoder&lt;/a&gt;.&lt;/p&gt;
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