arun<p>Solomonoff induction is a theory that describes an optimal method for predicting future data based on past observations. It is a great mental model to understand <a href="https://mastodon.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLMs</span></a> and how we could get to <a href="https://mastodon.social/tags/AGI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AGI</span></a>. <br><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/mentalmodel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mentalmodel</span></a> <a href="https://mastodon.social/tags/OpenAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenAI</span></a> <a href="https://mastodon.social/tags/GPT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GPT</span></a></p><p><a href="https://open.substack.com/pub/deepgains/p/understanding-llms-and-agi-through?r=8stv&amp;utm_campaign=post&amp;utm_medium=web&amp;showWelcomeOnShare=true" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">open.substack.com/pub/deepgain</span><span class="invisible">s/p/understanding-llms-and-agi-through?r=8stv&amp;utm_campaign=post&amp;utm_medium=web&amp;showWelcomeOnShare=true</span></a></p>