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    <div class="moz-cite-prefix">Um... there are long standing
      techniques for programs to tune themselves & their algorithms
      - with languages that are particularly good for treating code as
      data (e.g., LISP - the grand daddy of AI languages - for whatever
      definition of AI you want to use).<br>
      <br>
      And... a common complaint with current machine learning
      algorithms, is that they often "learn" to make decisions that
      can't be understood, after-the-fact.  We already have examples of
      "racist bots," and there are lots of legal issues regarding things
      like liability for injuries caused by self-guiding cars.<br>
      <br>
      And then there are "spelling correctors" and digital "assistants"
      - when has Siri EVER done only what you want "her" to do?  <br>
      <br>
      The REAL problem is programs that blindly go off and do what you
      think you told them to do, and get it woefully wrong.  The more
      leeway we allow our programs to adapt, or learn, or self-tune, or
      whatever-you-want-to-call-it - the more trouble we're in.  <br>
      <br>
      (The point being:  We don't have to wait for "real" AI to see many
      of the dangers that folks fictionalize about - we are already
      seeing those dangers from mundane software - and it's only going
      to get worse while people are looking elsewhere.)<br>
      <br>
      Miles Fidelman<br>
      <br>
      J. Hellenthal wrote:<br>
    </div>
    <blockquote type="cite"
      cite="mid:D54279DF-ACDF-4CFD-B458-B98E7F8C4B34@dataix.net">
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      Let me know when a program will rewrite itself and add its own
      features ... then we may have a problem... otherwise they only do
      what you want them to do.<br>
      <br>
      <div dir="ltr">
        <div><span style="background-color: rgba(255, 255, 255, 0);">-- </span></div>
        <div><span style="background-color: rgba(255, 255, 255, 0);"> J.
            Hellenthal</span></div>
        <div><span style="background-color: rgba(255, 255, 255, 0);"><br>
          </span></div>
        <span style="background-color: rgba(255, 255, 255, 0);">The fact
          that there's a highway to Hell but only a stairway to Heaven
          says a lot about anticipated traffic volume.</span></div>
      <div dir="ltr"><br>
        <blockquote type="cite">On Dec 10, 2020, at 12:41, Mel Beckman
          <a class="moz-txt-link-rfc2396E" href="mailto:mel@beckman.org"><mel@beckman.org></a> wrote:<br>
          <br>
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            <blockquote type="cite"
              cite="mid:0a3d01d6cf0b$e8603f60$b920be20$@netconsultings.com"
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                    Jeez... some guys seem to take a joke literally -
                    while ignoring a real and present danger - which was
                    the point.<br class="">
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          <div class=""><br class="">
          </div>
          Miles,
          <div class=""><br class="">
          </div>
          <div class="">With all due respect, you didn’t present this as
            a joke. You presented "AI self-healing systems gone wild” as
            a genuine risk. Which it isn’t. In fact, AI fear mongering
            is a seriously debilitating factor in technology policy,
            where policymakers and pundits — who also don’t get “the
            joke” — lobby for silly laws and make ridiculous
            predictions, such as Elon Musks claim that, by 2025, “AI
            will be where AI conscious and vastly smarter than humans.”</div>
          <div class=""><br class="">
          </div>
          <div class="">That’s the kind of ignorance that will waste
            billions of dollars. No joke.</div>
          <div class=""><br class="">
          </div>
          <div class=""> -mel</div>
          <div class=""><br class="">
          </div>
          <div class=""><br class="">
          </div>
          <div class=""><br class="">
          </div>
          <div class="">
            <div>
              <blockquote type="cite" class="">
                <div class="">On Dec 10, 2020, at 8:47 AM, Miles
                  Fidelman <<a
                    href="mailto:mfidelman@meetinghouse.net" class=""
                    moz-do-not-send="true">mfidelman@meetinghouse.net</a>>
                  wrote:</div>
                <br class="Apple-interchange-newline">
                <div class="">
                  <div class="moz-cite-prefix" style="font-family:
                    Helvetica; font-size: 18px; font-style: normal;
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                    Ahh.... invasive spambots, running on OpenStack ...
                    "the telephone bell is tolling... "<br class="">
                    <br class="">
                    Miles<br class="">
                    <br class="">
                    <a class="moz-txt-link-abbreviated"
                      href="mailto:adamv0025@netconsultings.com"
                      style="color: rgb(149, 79, 114); text-decoration:
                      underline;" moz-do-not-send="true">adamv0025@netconsultings.com</a><span
                      class="Apple-converted-space"> </span>wrote:<br
                      class="">
                  </div>
                  <blockquote type="cite"
                    cite="mid:0a3d01d6cf0b$e8603f60$b920be20$@netconsultings.com"
                    style="font-family: Helvetica; font-size: 18px;
                    font-style: normal; font-variant-caps: normal;
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                    auto; word-spacing: 0px; -webkit-text-stroke-width:
                    0px; background-color: rgb(255, 255, 255);" class="">
                    <div class="WordSection1" style="page:
                      WordSection1;">
                      <div style="margin: 0in 0in 0.0001pt; font-size:
                        11pt; font-family: Calibri, sans-serif;"
                        class="">
                        <span style="color: windowtext;" class="">><span
                            class="Apple-converted-space"> </span></span>Automated
                        resource discovery + automated resource
                        allocation = recipe for disaster<o:p class=""></o:p></div>
                      <div style="margin: 0in 0in 0.0001pt; font-size:
                        11pt; font-family: Calibri, sans-serif;"
                        class="">
                        That is literally how OpenStack works.<span
                          class="Apple-converted-space"> </span><o:p
                          class=""></o:p></div>
                      <div style="margin: 0in 0in 0.0001pt; font-size:
                        11pt; font-family: Calibri, sans-serif;"
                        class="">
                        <o:p class=""> </o:p></div>
                      <div style="margin: 0in 0in 0.0001pt; font-size:
                        11pt; font-family: Calibri, sans-serif;"
                        class="">
                        For now, don’t worry about AI taking away your
                        freedom on its own, rather worry about how
                        people using it might…<o:p class=""></o:p></div>
                      <div style="margin: 0in 0in 0.0001pt; font-size:
                        11pt; font-family: Calibri, sans-serif;"
                        class="">
                        <o:p class=""> </o:p></div>
                      <div style="margin: 0in 0in 0.0001pt; font-size:
                        11pt; font-family: Calibri, sans-serif;"
                        class="">
                        <o:p class=""> </o:p></div>
                      <div style="margin: 0in 0in 0.0001pt; font-size:
                        11pt; font-family: Calibri, sans-serif;"
                        class="">
                        adam<span style="color: windowtext;" class=""><o:p
                            class=""></o:p></span></div>
                      <div style="margin: 0in 0in 0.0001pt; font-size:
                        11pt; font-family: Calibri, sans-serif;"
                        class="">
                        <span style="color: windowtext;" class=""><o:p
                            class=""> </o:p></span></div>
                      <div style="border-style: none none none solid;
                        border-left-color: blue; border-left-width:
                        1.5pt; padding: 0in 0in 0in 4pt;" class="">
                        <div class="">
                          <div style="border-style: solid none none;
                            border-top-color: rgb(225, 225, 225);
                            border-top-width: 1pt; padding: 3pt 0in
                            0in;" class="">
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                              <b class=""><span style="color:
                                  windowtext;" class="" lang="EN-US">From:</span></b><span
                                style="color: windowtext;" class=""
                                lang="EN-US"><span
                                  class="Apple-converted-space"> </span>NANOG<span
                                  class="Apple-converted-space"> </span><a
                                  class="moz-txt-link-rfc2396E"
                                  href="mailto:nanog-bounces+adamv0025=netconsultings.com@nanog.org"
                                  style="color: rgb(149, 79, 114);
                                  text-decoration: underline;"
                                  moz-do-not-send="true"><nanog-bounces+adamv0025=netconsultings.com@nanog.org></a><span
                                  class="Apple-converted-space"> </span><b
                                  class="">On Behalf Of<span
                                    class="Apple-converted-space"> </span></b>Miles
                                Fidelman<br class="">
                                <b class="">Sent:</b><span
                                  class="Apple-converted-space"> </span>Thursday,
                                December 10, 2020 2:44 PM<br class="">
                                <b class="">To:</b><span
                                  class="Apple-converted-space"> </span>'NANOG'<span
                                  class="Apple-converted-space"> </span><a
                                  class="moz-txt-link-rfc2396E"
                                  href="mailto:nanog@nanog.org"
                                  style="color: rgb(149, 79, 114);
                                  text-decoration: underline;"
                                  moz-do-not-send="true"><nanog@nanog.org></a><br
                                  class="">
                                <b class="">Subject:</b><span
                                  class="Apple-converted-space"> </span>Re:
                                The Real AI Threat?<o:p class=""></o:p></span></div>
                          </div>
                        </div>
                        <div style="margin: 0in 0in 0.0001pt; font-size:
                          11pt; font-family: Calibri, sans-serif;"
                          class="">
                          <o:p class=""> </o:p></div>
                        <div class="">
                          <div style="margin: 0in 0in 0.0001pt;
                            font-size: 11pt; font-family: Calibri,
                            sans-serif;" class="">
                            <a
                              href="mailto:adamv0025@netconsultings.com"
                              moz-do-not-send="true" style="color:
                              rgb(149, 79, 114); text-decoration:
                              underline;" class="">adamv0025@netconsultings.com</a><span
                              class="Apple-converted-space"> </span>wrote:<o:p
                              class=""></o:p></div>
                        </div>
                        <blockquote style="margin-top: 5pt;
                          margin-bottom: 5pt;" class="">
                          <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">> Put them together, and the nightmare scenario is:<o:p class=""></o:p></pre>
                          <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">> - machine learning algorithm detects need for more resources<o:p class=""></o:p></pre>
                          <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class=""><span style="font-size: 11pt; font-family: Calibri, sans-serif;" class="">All good so far</span><o:p class=""></o:p></pre>
                          <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class=""> <o:p class=""></o:p></pre>
                          <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">> - machine learning algorithm makes use of vulnerability analysis library <o:p class=""></o:p></pre>
                          <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">> to find other systems with resources to spare, and starts attaching<o:p class=""></o:p></pre>
                          <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">> those resources<o:p class=""></o:p></pre>
                          <div style="margin: 0in 0in 0.0001pt;
                            font-size: 11pt; font-family: Calibri,
                            sans-serif;" class="">
                            <span style="color: windowtext;" class="">Right
                              so a company would built, trained and
                              fine-tuned an AI, or would have bought
                              such a product and implemented it as part
                              of its NMS/DDoS mitigation suite, to do
                              the above?<span
                                class="Apple-converted-space"> </span></span><o:p
                              class=""></o:p></div>
                          <div style="margin: 0in 0in 0.0001pt;
                            font-size: 11pt; font-family: Calibri,
                            sans-serif;" class="">
                            <span style="color: windowtext;" class="">What
                              is the probability of anyone thinking that
                              to be a good idea?</span><o:p class=""></o:p></div>
                          <div style="margin: 0in 0in 0.0001pt;
                            font-size: 11pt; font-family: Calibri,
                            sans-serif;" class="">
                            <span style="color: windowtext;" class="">To
                              me that does sound like an AI based virus
                              rather than a tool one would want to
                              develop or buy from a third party and then
                              integrate into the day to day operations.</span><o:p
                              class=""></o:p></div>
                          <div style="margin: 0in 0in 0.0001pt;
                            font-size: 11pt; font-family: Calibri,
                            sans-serif;" class="">
                            <span style="color: windowtext;" class=""> </span><o:p
                              class=""></o:p></div>
                          <div style="margin: 0in 0in 0.0001pt;
                            font-size: 11pt; font-family: Calibri,
                            sans-serif;" class="">
                            <span style="color: windowtext;" class="">You
                              can’t take for instance alpha-0 or GPT-3
                              and make it do the above. You’d have to
                              train it to do so over millions of
                              examples and trials.<span
                                class="Apple-converted-space"> </span></span><o:p
                              class=""></o:p></div>
                          <div style="margin: 0in 0in 0.0001pt;
                            font-size: 11pt; font-family: Calibri,
                            sans-serif;" class="">
                            <span style="color: windowtext;" class="">Oh
                              and also these won’t “wake up” one day and
                              “think” to themselves oh I’m fed up with
                              Atari games I’m going to learn myself some
                              chess and then do some reading on wiki
                              about the chess rules.<span
                                class="Apple-converted-space"> </span></span><o:p
                              class=""></o:p></div>
                        </blockquote>
                        <div style="margin: 0in 0in 0.0001pt; font-size:
                          11pt; font-family: Calibri, sans-serif;"
                          class="">
                          <br class="">
                          Jeez... some guys seem to take a joke
                          literally - while ignoring a real and present
                          danger - which was the point.<br class="">
                          <br class="">
                          Meanwhile, yes, I think that a poorly
                          ENGINEERED DDoS mitigation suite might well
                          have failure modes that just keep eating up
                          resources until systems start crashing all
                          over the place.  Heck, spinning off processes
                          until all available resources have been
                          exhausted has been a failure mode of systems
                          for years.  Automated resource discovery +
                          automated resource allocation = recipe for
                          disaster.  (No need for AIs eating the world.)<br
                            class="">
                          <br class="">
                          Miles<br class="">
                          <br class="">
                          <br class="">
                          <br class="">
                          <br class="">
                          <br class="">
                          <o:p class=""></o:p></div>
                        <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">-- <o:p class=""></o:p></pre>
                        <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">In theory, there is no difference between theory and practice.<o:p class=""></o:p></pre>
                        <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">In practice, there is.  .... Yogi Berra<o:p class=""></o:p></pre>
                        <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class=""><o:p class=""> </o:p></pre>
                        <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">Theory is when you know everything but nothing works. <o:p class=""></o:p></pre>
                        <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">Practice is when everything works but no one knows why. <o:p class=""></o:p></pre>
                        <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">In our lab, theory and practice are combined: <o:p class=""></o:p></pre>
                        <pre style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New';" class="">nothing works and no one knows why.  ... unknown<o:p class=""></o:p></pre>
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                    </div>
                  </blockquote>
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                    0px; background-color: rgb(255, 255, 255);" class="">
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                  <pre class="moz-signature" cols="72" style="margin: 0in 0in 0.0001pt; font-size: 10pt; font-family: 'Courier New'; font-style: normal; font-variant-caps: normal; font-weight: normal; letter-spacing: normal; orphans: auto; text-align: start; text-indent: 0px; text-transform: none; widows: auto; word-spacing: 0px; -webkit-text-stroke-width: 0px; background-color: rgb(255, 255, 255);">-- 
In theory, there is no difference between theory and practice.
In practice, there is.  .... Yogi Berra

Theory is when you know everything but nothing works. 
Practice is when everything works but no one knows why. 
In our lab, theory and practice are combined: 
nothing works and no one knows why.  ... unknown</pre>
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    <br>
    <pre class="moz-signature" cols="72">-- 
In theory, there is no difference between theory and practice.
In practice, there is.  .... Yogi Berra

Theory is when you know everything but nothing works. 
Practice is when everything works but no one knows why. 
In our lab, theory and practice are combined: 
nothing works and no one knows why.  ... unknown</pre>
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