How we can use an output-based system to judge whether or not different kinds of technology achieve understanding or intelligence.&nbsp;<a href="https://danielmiessler.com/upgrade" rel="payment">Become a Member: https://danielmiessler.com/upgrade</a>See <a href="https://omnystudio.com/listener">omnystudio.com/listener</a> for privacy information.

<description>&lt;p&gt;How we can use an output-based system to judge whether or not different kinds of technology achieve understanding or intelligence.&amp;nbsp;&lt;/p&gt;&lt;p&gt;&lt;a href="https://danielmiessler.com/upgrade" rel="payment"&gt;Become a Member: https://danielmiessler.com/upgrade&lt;/a&gt;&lt;/p&gt;&lt;p&gt;See &lt;a href="https://omnystudio.com/listener"&gt;omnystudio.com/listener&lt;/a&gt; for privacy information.&lt;/p&gt;</description>

Judge AI based on Output, Not Mechanism

How humans and AI models both share the weakness of deterioration without novel inputs.&nbsp;<a href="https://danielmiessler.com/upgrade" rel="payment">Become a Member: https://danielmiessler.com/upgrade</a>See <a href="https://omnystudio.com/listener">omnystudio.com/listener</a> for privacy information.

<description>&lt;p&gt;How humans and AI models both share the weakness of deterioration without novel inputs.&amp;nbsp;&lt;/p&gt;&lt;p&gt;&lt;a href="https://danielmiessler.com/upgrade" rel="payment"&gt;Become a Member: https://danielmiessler.com/upgrade&lt;/a&gt;&lt;/p&gt;&lt;p&gt;See &lt;a href="https://omnystudio.com/listener"&gt;omnystudio.com/listener&lt;/a&gt; for privacy information.&lt;/p&gt;</description>

Humans Need Entropy

Karpathy is confusing LLM limitations with AI system limitations, and that makes all the difference.&nbsp;<a href="https://danielmiessler.com/upgrade" rel="payment">Become a Member: https://danielmiessler.com/upgrade</a>See <a href="https://omnystudio.com/listener">omnystudio.com/listener</a> for privacy information.

<description>&lt;p&gt;Karpathy is confusing LLM limitations with AI system limitations, and that makes all the difference.&amp;nbsp;&lt;/p&gt;&lt;p&gt;&lt;a href="https://danielmiessler.com/upgrade" rel="payment"&gt;Become a Member: https://danielmiessler.com/upgrade&lt;/a&gt;&lt;/p&gt;&lt;p&gt;See &lt;a href="https://omnystudio.com/listener"&gt;omnystudio.com/listener&lt;/a&gt; for privacy information.&lt;/p&gt;</description>

Why I Think Karpathy is Wrong on the AGI Timeline

How going from exploration to exploitation can help you as both a consumer and creator of everything.<a href="https://danielmiessler.com/upgrade" rel="payment">Become a Member: https://danielmiessler.com/upgrade</a>See <a href="https://omnystudio.com/listener">omnystudio.com/listener</a> for privacy information.

<description>&lt;p&gt;How going from exploration to exploitation can help you as both a consumer and creator of everything.&lt;/p&gt;&lt;p&gt;&lt;a href="https://danielmiessler.com/upgrade" rel="payment"&gt;Become a Member: https://danielmiessler.com/upgrade&lt;/a&gt;&lt;/p&gt;&lt;p&gt;See &lt;a href="https://omnystudio.com/listener"&gt;omnystudio.com/listener&lt;/a&gt; for privacy information.&lt;/p&gt;</description>

Novelty Exploration vs. Pattern Exploitation

Some thoughts on how novelty and attention magnify the time that we have.&nbsp;<a href="https://danielmiessler.com/upgrade" rel="payment">Become a Member: https://danielmiessler.com/upgrade</a>See <a href="https://omnystudio.com/listener">omnystudio.com/listener</a> for privacy information.

<description>&lt;p&gt;Some thoughts on how novelty and attention magnify the time that we have.&amp;nbsp;&lt;/p&gt;&lt;p&gt;&lt;a href="https://danielmiessler.com/upgrade" rel="payment"&gt;Become a Member: https://danielmiessler.com/upgrade&lt;/a&gt;&lt;/p&gt;&lt;p&gt;See &lt;a href="https://omnystudio.com/listener"&gt;omnystudio.com/listener&lt;/a&gt; for privacy information.&lt;/p&gt;</description>

Magnifying Time

Unsupervised Learning is about ideas and trends in Cybersecurity, National Security, AI, Technology, and Culture&mdash;and how best to upgrade ourselves to be ready for what's coming.

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