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<font face="Helvetica, Arial, sans-serif" size="4">Dear LTCG Group,<br>
No worries about the AI energy load ~ 40% increase in USA energy
output by 2050.<br>
Small modular nuclear reactors are coming to the rescue.<br>
We will have a live speaker on this topic on Feb 12. <br>
George W Griffith PhD from the Idaho National
Laboratory, part of the Dept of Energy, will present this topic.<br>
We are all saved.</font><font face="Times New Roman, Times, serif"
size="4"><br>
</font><font size="4"><br>
Jerry Slate</font><!--[if gte mso 9]><xml>
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<br>
<br>
<div class="moz-cite-prefix">On 12/31/2024 11:05 AM, Robert Primak
via LCTG wrote:<br>
</div>
<blockquote type="cite"
cite="mid:1129540801.7136009.1735661142004@mail.yahoo.com">
<meta http-equiv="content-type" content="text/html; charset=UTF-8">
<div class="ydpc1983d5fyahoo-style-wrap"
style="font-family: Helvetica Neue, Helvetica, Arial, sans-serif; font-size: 13px;">
<div dir="ltr" data-setdir="false" style=""><font size="3">The
problem is, New Scientist has a paywall. To read the article
we would have to subscribe. (Which might not be a bad idea
for some of us.) </font></div>
<div dir="ltr" data-setdir="false" style=""><font size="3"><br>
</font></div>
<div dir="ltr" data-setdir="false" style=""><font size="3">But
anyone can listen to this audio-only breakdown of the same
fundamental concepts.</font></div>
<div dir="ltr" data-setdir="false" style=""><br>
</div>
<div dir="ltr" data-setdir="false" style=""><span><font size="3"
style="background-color: inherit;"><b>How Running AI
Computations Backwards Can Save Energy</b></font></span><br>
</div>
<div dir="ltr" data-setdir="false" style=""><a
href="https://www.youtube.com/watch?v=kKAwpyj98m0"
rel="nofollow" target="_blank" moz-do-not-send="true"><font
size="3">https://www.youtube.com/watch?v=kKAwpyj98m0</font></a></div>
<div dir="ltr" data-setdir="false" style="">
<div>
<div dir="ltr" data-setdir="false"><span><font size="3"
style="background-color: inherit;">The Singularity
Labs | 12:35 m:s</font></span><br>
</div>
</div>
</div>
<div dir="ltr" data-setdir="false" style=""><br>
</div>
<div dir="ltr" data-setdir="false" style=""><font size="3">Fascinating
discussion, and makes the concepts much clearer. </font></div>
<div dir="ltr" data-setdir="false" style=""><font size="3"><br>
</font></div>
<div dir="ltr" data-setdir="false" style=""><font size="3">BTW,
reverse-time computation has nothing to do with time as in
space-time. It's a technique of doing some calculations
back-to-front, as well as front-to-back. It can be much more
efficient in terms of CPU and NPU loads, as well as making
the computations happen faster. </font></div>
<div dir="ltr" data-setdir="false" style=""><font size="3"><br>
</font></div>
<div dir="ltr" data-setdir="false" style=""><font size="3">Pruning
of irrelevant background details has an even greater effect
on computational efficiency. </font></div>
<div dir="ltr" data-setdir="false" style=""><font size="3"><br>
</font></div>
<div dir="ltr" data-setdir="false" style=""><font size="3">Given
the huge energy demands of AI, as well as AI's tendency to
use up a lot of GPU and other hardware resources, this is an
important area of concern. </font></div>
<div><br>
</div>
<div><span style="font-size: medium;">-- Bob Primak </span></div>
<div style="font-size: 13px;"><br>
</div>
</div>
<div id="yahoo_quoted_6109561165" class="yahoo_quoted">
<div
style="font-family:'Helvetica Neue', Helvetica, Arial, sans-serif;font-size:13px;color:#26282a;">
<div> On Tuesday, December 31, 2024 at 10:10:16 AM EST, John
Rudy via LCTG <a class="moz-txt-link-rfc2396E" href="mailto:lctg@lists.toku.us"><lctg@lists.toku.us></a> wrote: </div>
<div><br>
</div>
<div><br>
</div>
<div>
<div id="yiv9090076993">
<style>#yiv9090076993 filtered {}#yiv9090076993 filtered {}#yiv9090076993 p.yiv9090076993MsoNormal, #yiv9090076993 li.yiv9090076993MsoNormal, #yiv9090076993 div.yiv9090076993MsoNormal
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<div>
<div class="yiv9090076993WordSection1">
<p class="yiv9090076993MsoNormal">I have been getting
this very interesting magazine for a couple of
months. It is mostly short stories on a VERY wide
swath of technical issues. Seems to be UK based.
It is a weekly of about 40 pages, and the 12/29
article had this article on the cost of AI computing
and the way in which computers use so much money
erasing data. I only partially understand it but it
appears to be well worth reading. Then someone with
more knowledge that I can explain it at a meeting.</p>
<p class="yiv9090076993MsoNormal"> </p>
<p class="yiv9090076993MsoNormal"><a
rel="nofollow noopener noreferrer" target="_blank"
href="https://www.newscientist.com/article/mg26435231-300-how-to-fix-computings-ai-energy-problem-run-everything-backwards/"
moz-do-not-send="true"
class="moz-txt-link-freetext">https://www.newscientist.com/article/mg26435231-300-how-to-fix-computings-ai-energy-problem-run-everything-backwards/</a></p>
<p class="yiv9090076993MsoNormal"> </p>
<p class="yiv9090076993MsoNormal"><span
style="font-size:10.0pt;font-family:Arial, sans-serif;">John Rudy</span></p>
<p class="yiv9090076993MsoNormal"><span
style="font-size:10.0pt;font-family:Arial, sans-serif;"> </span></p>
<p class="yiv9090076993MsoNormal"><span
style="font-size:10.0pt;font-family:Arial, sans-serif;">781-861-0402</span></p>
<p class="yiv9090076993MsoNormal"><span
style="font-size:10.0pt;font-family:Arial, sans-serif;">781-718-8334
cell</span></p>
<p class="yiv9090076993MsoNormal"><span
style="font-size:10.0pt;font-family:Arial, sans-serif;">13 Hawthorne
Lane</span></p>
<p class="yiv9090076993MsoNormal"><span
style="font-size:10.0pt;font-family:Arial, sans-serif;">Bedford MA</span></p>
<p class="yiv9090076993MsoNormal"><span
style="font-size:10.0pt;font-family:Arial, sans-serif;"><a
rel="nofollow noopener noreferrer"
ymailto="mailto:jjrudy1@comcast.net"
target="_blank"
href="mailto:jjrudy1@comcast.net"
moz-do-not-send="true"
class="moz-txt-link-freetext">jjrudy1@comcast.net</a></span></p>
<p class="yiv9090076993MsoNormal"><span
style="font-size:11.0pt;"><img border="0"
width="124" height="115"
style="width:1.2916in;min-height:1.1927in;"
id="yiv9090076993Picture_x0020_1"
src="cid:NDZlJpkey4KwtzTeiltl"
yahoo_partid="1.2" moz-do-not-send="true"></span><span
style="font-size:10.0pt;font-family:Arial, sans-serif;"></span></p>
<p class="yiv9090076993MsoNormal"> </p>
</div>
</div>
</div>
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<pre wrap="" class="moz-quote-pre">===============================================
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