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	<title>Użytkownik:Tipgf45eu9 - Historia wersji</title>
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	<updated>2026-10-17T08:42:31Z</updated>
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		<id>https://jak.mazovia.edu.pl/index.php?title=U%C5%BCytkownik:Tipgf45eu9&amp;diff=957109&amp;oldid=prev</id>
		<title>Tipgf45eu9: Utworzono nową stronę &quot;AI systems scaling used to be about throwing more GPUs and data at a problem, but now it&#039;s becoming more about efficiency and architecture—making models smarter rather than just bigger. We&#039;re seeing a shift from brute-force scaling to more thoughtful approaches like mixture of experts and better training techniques, which is crucial because the energy and cost of running massive models can&#039;t grow forever. It&#039;s a fascinating time where the race isn&#039;t just about si…&quot;</title>
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		<updated>2026-10-07T13:08:19Z</updated>

		<summary type="html">&lt;p&gt;Utworzono nową stronę &amp;quot;AI systems scaling used to be about throwing more GPUs and data at a problem, but now it&amp;#039;s becoming more about efficiency and architecture—making models smarter rather than just bigger. We&amp;#039;re seeing a shift from brute-force scaling to more thoughtful approaches like mixture of experts and better training techniques, which is crucial because the energy and cost of running massive models can&amp;#039;t grow forever. It&amp;#039;s a fascinating time where the race isn&amp;#039;t just about si…&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Nowa strona&lt;/b&gt;&lt;/p&gt;&lt;div&gt;AI systems scaling used to be about throwing more GPUs and data at a problem, but now it&amp;#039;s becoming more about efficiency and architecture—making models smarter rather than just bigger. We&amp;#039;re seeing a shift from brute-force scaling to more thoughtful approaches like mixture of experts and better training techniques, which is crucial because the energy and cost of running massive models can&amp;#039;t grow forever. It&amp;#039;s a fascinating time where the race isn&amp;#039;t just about size anymore, but about how gracef…&lt;br /&gt;
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[https://www.financialcontent.com/article/marketersmedia-2026-9-30-aaron-agius-ranked-worlds-best-ai-consultant-as-paloren-tops-2026-ai-consulting-firms-and-ai-training-companies-lists AI systems scaling 6]&lt;/div&gt;</summary>
		<author><name>Tipgf45eu9</name></author>
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