[SIGCIS-Members] Perplexity

Dag Spicer dspicer at computerhistory.org
Sat May 24 10:08:57 PDT 2025


Some thoughts on The Book from the wonderful Carl Sagan seem apposite:
“What an astonishing thing a book is. It's a flat object made from a tree with flexible parts on which are imprinted lots of funny dark squiggles. But one glance at it and you're inside the mind of another person, maybe somebody dead for thousands of years. Across the millennia, an author is speaking clearly and silently inside your head, directly to you. Writing is perhaps the greatest of human inventions, binding together people who never knew each other, citizens of distant epochs. Books break the shackles of time. A book is proof that humans are capable of working magic."
Dag
-----
Dag Spicer
Senior Curator
Computer History Museum
Editorial Board, IEEE Annals of the History of Computing
ACM History Committee
1401 N. Shoreline Blvd.
Mountain View CA  94043

“History is a vast early warning system.”
— Norman Cousins, American journalist (1915-1990).

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On May 24, 2025, at 2:01 AM, Willard McCarty via Members <members at lists.sigcis.org> wrote:



An intrusion from an outsider who subscribes...

This morning on BBC Radio 4 someone at the Hay-on-Wye Festival
(celebrating books) got to talking about the pleasure of reading
physical codices. That led me to thinking about the inevitable loss of
data (if you will) when a book, any book, is digitised. I couldn't do
the interdisciplinary work I do without access to a large number of
digitised texts. Indeed I am exceedingly grateful for digital
collections and build my own with the help of a good scanner + OCR. But
then there's the sustained reading of those I regard as important to
spend time with.

However such an argument runs, the fact is that digitisation is a
particularly lossy form of translation. More than that, it not so much
makes the scholar's life easier as quite different. I worry about the
'easier' bit because it entails loss that one quickly stops thinking
about--hence the tendency to miss what only hard work will find. Given
the competitiveness of the academic life esp. for junior scholars--I'd
guess that in this crowd I don't have to spell it out.

On the tangible/digital, not either/or but both!

All best,
Willard McCarty

On 23/05/2025 22:39, James Cortada via Members wrote:
To your second point, what if the old Irish newspapers were no longer
around to check?  We have 90 years of experience of librarians filming
and digitizing newspapers, magazines, etc then throwing away the
originals, at least in the USA.  That was especially so with American
librarians with newspapers beginning in the 1930s when they microfilmed
them.  Hate to criticize them, but they sometimes did not film all the
issues of a newspaper, sometimes missed pages, or they came out blurry.
Fast forward to the future if AI invents citations to stuff that no
longer exists in their original. I encountered a bit of that similar
result with the Google book project a few years ago.  I worry about this
possibility.  How do we address that problem?

Meanwhile, I, an old guy who grew up pre-AI, will still look at hard
copies or trusted online versions of something (e.g., a journal) and
keep hard copies of anything I cite off the Internet (e.g., images)
before dropping that info into an endnote, because I don't want to be
accused of faking stuff.  It's hard enough working with real facts and
sources.  I suggest others follow a similar path.  Call me old
fashioned, but it has not hurt my productivity so far.  Thanks for
posting your thoughts, Brian.  Jim Cortada

On Fri, May 23, 2025 at 4:22 PM Brian Randell via Members
<members at lists.sigcis.org <mailto:members at lists.sigcis.org>> wrote:

   Hi:____

   __ __

   My colleague Brian Coghlan added two further points about the
   dangers AI hallucinations/fabrications pose to historians who are
   trying to use Generative AI tools to help their investigations:____

   __ __

   First, our own investigation very strongly implied the "AI error
   rate" was inversely proportional to the AI ____

   knowledge of the query topic. So one *very easy* countermeasure
   would be for AI tools to calculate their ____

   knowledge of the topic and inversely adapt their response to that
   (be more cautious, not provide citations, ____

   warn users their knowledge is weak, etc). *THAT* would make me
   somewhat hopeful ...

   Secondly, "but then I found" fake citations -- these are a *REALLY*
   serious issue, especially to very old ____

   sources, e.g. the 100+ years old Irish Times citations I'd to check
   -- it took a full 2 days of my time plus an ____

   archivist to check them, and he spent the previous day physically
   retrieving the papers from a remote ____

   archive (and presumably another day returning them) -- I got this
   effort gratis because of the novelty of ____

   our investigation at that time, but it'd be unlikely to be repeated
   now without funding to pay for staff effort.____

   Imagine some years from now when huge numbers of these fake
   citations have to be checked, simply____

   because one might be a previously unknown real citation. Who on
   earth is going to fund that? ____

   __ __

   Cheers____

   __ __

   Brian Randell____

   __ __

   -- ____

   __ __

   School of Computing, Newcastle University, 1 Science Square,
   Newcastle upon Tyne, NE4 5TG____

   EMAIL = Brian.Randell at ncl.ac.uk <mailto:Brian.Randell at ncl.ac.uk>
   PHONE = +44 (0)786 7805578____

   URL = https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.ncl.ac.uk%2Fcomputing%2Fstaff%2Fprofile%2F&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546393139%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=oNnyTHMuMgMucXs1HQaF7fFQ2aPrePKtCUKz%2FgOWL3I%3D&reserved=0
   brianrandell.html <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.ncl.ac.uk%2Fcomputing%2Fstaff%2Fprofile%2F&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546414984%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=fIctrwGi4ixQuD4q3NTvxNmvkkTHWp7QVNz%2FUgsYM7w%3D&reserved=0
   brianrandell.html>____

   __ __

   __ __

   __ __

   *From: *Brian Randell <brian.randell at newcastle.ac.uk
   <mailto:brian.randell at newcastle.ac.uk>>
   *Date: *Wednesday, 7 May 2025 at 14:52
   *To: *Adam Hyland <achyland at uw.edu <mailto:achyland at uw.edu>>
   *Cc: *Sigcis <members at sigcis.org <mailto:members at sigcis.org>>
   *Subject: *Re: [SIGCIS-Members] Perplexity____

   Hi Adam:____

   ____

   Thanks – I hadn’t realised that URL links to Perplexity’s answers
   aren’t transferable.____

   ____

   It is certainly the case that Perplexity (which is based on ChatGPT4
   I believe) is much more “knowledgeable” about Percy Ludgate than
   ChatGPT was – not least because it has ingested subsequent additions
   to the Internet. ____

   ____

   Indeed, given the huge amount of effort and money being poured into
   LLM research we surely should expect the latest models to be
   significantly improved. ____

   ____

   And Perplexity’s answer to my question “Are the references that
   Perplexity provides always real ones” was very reasonable, one might
   even say “thoughtful”, though its cautionary comments have of course
   to be applied to this answer itself – a nice example of recursion. ____

   ____

   However, the NY Times had a very interesting, and surely worrying
   (for the Artificial Intelligentsia, especially) piece yesterday
   entitled: “A.I. Is Getting More Powerful, but Its Hallucinations Are
   Getting Worse: A new wave of “reasoning” systems from companies like
   OpenAI is producing incorrect information more often. Even the
   companies don’t know why.”____

   ____

   I hope this link to it will work: ____

   https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.nytimes.com%2F2025%2F05%2F05%2Ftechnology%2Fai-hallucinations-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546436545%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=gEVbAtuBLymTKWaFwz9h%2Be6vYbq5q2UNlVdPUpDvRE0%3D&reserved=0
   chatgpt-google.html?
   unlocked_article_code=1.E08.mKzL.qenddVF5UQVq&smid=url-share
   <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.nytimes.com%2F2025%2F05%2F05%2Ftechnology%2Fai-hallucinations-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546455331%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=vRVlqD9IhBHHxMDZHD6gukKl2tzL%2B7HvgQ1MdNMoV7U%3D&reserved=0
   chatgpt-google.html?
   unlocked_article_code=1.E08.mKzL.qenddVF5UQVq&smid=url-share>____

   ____

   And on the subject of “hallucinations” (or rather “fabrications”), I
   also strongly recommend Gary Marcus’s very recent piece:____

   ____

   Why DO large language models hallucinate? <https://
   garymarcus.substack.com/p/why-do-large-language-models-hallucinate> ____

   (https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgarymarcus.substack.com%2Fp%2Fwhy-do-large-language-models-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546472543%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=xPJ2YSxEUEEBw9YRCf7qod1tjpyjd52GxXOWNmzKYdU%3D&reserved=0
   hallucinate <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgarymarcus.substack.com%2Fp%2Fwhy-do-large-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546489849%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=cyClLhEZ5tXUcNiWnOY0%2BTZUQI2OvxYAFj24rnGi3hY%3D&reserved=0
   language-models-hallucinate>)____

   ____

   Let me end by quoting from it:____

   ____

   “Because LLMS statistically mimic the language people have used,
   they often /fool people /into thinking that they operate like
   people. But they don’t operate like people. They don’t, for example,
   ever /fact check/ (as humans sometimes, when well motivated, do).
   They /mimic the kinds of things of people say in various contexts/.
   And that’s essentially all they do. . .____

   Of course the systems are probabilistic; not every LLM will produce
   a hallucination every time. But the problem is not going away;
   OpenAI’s recent o3 actually hallucinates<https://
   https://nam10.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.theleftshift.com%2Fopenai-admits-newer-models-hallucinate-even-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546506529%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=xw5N%2Fc6tdtVnuVi4D03pyaPlcthOWxyKWT02P5Ofjss%3D&reserved=0
   more/>/more <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.theleftshift.com%2Fopenai-admits-newer-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546521577%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=bQjrSC%2B7xv8IYTFYlHcrdXFCDt8h9eZuoVhYJ6GqH1U%3D&reserved=0
   models-hallucinate-even-more/>/than some its predecesssors <https://
   https://nam10.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.theleftshift.com%2Fopenai-admits-newer-models-hallucinate-even-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546534705%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=ZLpsZutayii5WFyyxofOWiVMASWx1O0nu4picq8gVdc%3D&reserved=0
   more/>. ____

   The chronic problem with creating fake citations in research papers
   <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.forbes.com%2Fsites%2Flarsdaniel%2F2025%2F01%2F29%2Fthe-irony-ai-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546547635%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=HD1jw8wsOJghYC6LIxA6MpL%2FI7YU9HEy69mugPUys8o%3D&reserved=0
   experts-testimony--collapses-over-fake-ai-citations/> and faked
   cases in legal briefs <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.rawstory.com%2Flindell-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546560792%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=gyX8uT%2Fug31s5K8zkvG1VujsP%2FX8ZOnsa%2Fdz85tECU0%3D&reserved=0
   dominion-2671843170/> is a manifestation of the same problem; LLMs
   correctly “model” the structure of academic references, but often
   make up titles, page numbers, journals and so on — once again
   failing to sanity check their outputs against information (in this
   case lists of references) that are readily found on the internet. So
   to is therampant problem with numerical errors in financial reports
   <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.vals.ai%2Fbenchmarks%2Ffinance_agent-04-22-2025&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546576681%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=Jy66QrskB3aPCoO3ayT%2FICWZ4FlbqZq5M6SlRgAbyZM%3D&reserved=0>,
   documented in a recent benchmark.____

   Just how bad is it? One recent study showed rates of hallucinations
   of between 15% and 60%<https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fresearch.aimultiple.com%2Fai-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546590578%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=seRW1vLe2NuBP15YS%2F%2FmAtHGOCE%2B5838OzedZyVUnN0%3D&reserved=0
   hallucination/>across various models on a benchmark of 60 questions
   that were /easily verifiable relative to easily found CNN source
   articles that were directly supplied in the exam/. Even the best
   performance (15% hallucination rate) is, relative to an open-book
   exam with sources supplied, pathetic. That same study reports that,
   “According to Deloitte, 77% of businesses who joined the study are
   concerned about AI hallucinations”.____

   If I can be blunt, it is an absolute embarrassment that a technology
   that has collectively cost about half a trillion dollars can’t do
   something as basic as (reliably) check its output against wikipedia
   or a CNN article that is handed on a silver plattter. But LLMs still
   cannot - and on their own may never be able to — reliably do even
   things that basic.”____

   Cheers____

   ____

   Brian____

   ____

   -- ____

   ____

   School of Computing, Newcastle University, 1 Science Square,
   Newcastle upon Tyne, NE4 5TG____

   EMAIL = Brian.Randell at ncl.ac.uk <mailto:Brian.Randell at ncl.ac.uk>
   PHONE = +44 (0)786 7805578____

   URL = https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.ncl.ac.uk%2Fcomputing%2Fstaff%2Fprofile%2F&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546603193%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=xVmA%2FdBbDaP81326OABeW%2FbePJz4Z8aihr%2F3dSqt7zE%3D&reserved=0
   brianrandell.html <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.ncl.ac.uk%2Fcomputing%2Fstaff%2Fprofile%2F&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546615899%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=QnN96y8EPhon8PY3WVdoggoWF0o3j23NTDpPYSGZlBk%3D&reserved=0
   brianrandell.html>____

   ____

   ____

   ____

   *From: *Adam Hyland <achyland at uw.edu <mailto:achyland at uw.edu>>
   *Date: *Tuesday, 6 May 2025 at 23:15
   *To: *Brian Randell <brian.randell at newcastle.ac.uk
   <mailto:brian.randell at newcastle.ac.uk>>
   *Cc: *Sigcis <members at sigcis.org <mailto:members at sigcis.org>>
   *Subject: *Re: [SIGCIS-Members] Perplexity____

   ⚠External sender. Take care when opening links or attachments. Do
   not provide your login details. ____

   Thanks for your return to this topic. The perplexity thread you
   shared is private and unfortunately the pdf generated obscures the
   answer with a UI element. I’ve asked the same question to Perplexity
   using their “research” mode which more profligately uses computing
   resources to give a more detailed answer. The result is here (____

   https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.perplexity.ai%2Fsearch%2Fdid-percy-ludgate-s-work-have-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546629150%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=8QIVbhLoazvcEGTCFS3nRUmDn2neKBJFd7nq8EkVJ1o%3D&reserved=0
   oxneW37nS9.bAiYvfV3QVw <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.perplexity.ai%2Fsearch%2Fdid-percy-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546642455%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=0yHeqZbyjt5RHEE6eq%2FZoJ0J1UcyJfR9tBSJQSSQ4sA%3D&reserved=0
   ludgate-s-work-have-oxneW37nS9.bAiYvfV3QVw>) and should be available
   to anyone with the URL.____

   ____

   I’m familiar with perplexity because the University of Washington
   pays for “pro” access which makes it both partially difficult and
   morally dubious to proscribe its use in the classroom.____

   ____

   One broad point is probably obvious to everyone but bears repeating:
   there is much more difference in capability between any of these
   agents today versus a year ago than there is among the agents
   themselves. They all show a dramatic increase in capability to
   “understand” queries and generate cogent responses. If someone on
   this thread last posed one of their exam questions to ChatGPT last
   year they ought to try again today, and again in another month.____

   ____

   -Adam____


   ____

   Adam Hyland (/he/him)/ ____

   adampunk.com <https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fadampunk.com%2F&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546655285%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=Ow8%2FV0Y7rWMGRQhane6Pp%2FcE9Oxg55j0zNPTYgT8bBg%3D&reserved=0>____

   UW HCDE PhD Student____

   ____

   ____

   On Tue, May 6, 2025 at 8:57 AM Brian Randell via Members
   <members at lists.sigcis.org <mailto:members at lists.sigcis.org>> wrote:____

       Hi:____

       ____

       A while ago I and colleagues published a short critique in the
       Annals of the History of Computing of ChatGPT, based on its
       performance on some questions about Percy Ludgate.____

       ____

       I’ve recently been trying (the free version of) Perplexity, the
       AI search (or more exactly question-answering) system.____

       ____

       Perplexity itself claims:____

       ____

       Here's what makes Perplexity different____

       ____

       Answers that are accurate and always cited____

       We continuously search the internet and identify the best
       sources, from academic research ____

       to Reddit threads, to provide the perfect answer to any
       question.____

       ____

       Citations in every response____

       Every answer uses cited sources to provide a more accurate and
       comprehensive answer. ____

       If you want to dig deeper, just click the link to the source.____

       ____

       See its brilliant answer to the question “Did Percy Ludgate's
       work have any impact?”:____

       ____

       https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.perplexity.ai%2Fsearch%2Fdid-percy-ludgate-s-work-&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546668082%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=dzyBnIvPfmq65vIvQjJPwvPZHANmdBEFbwA%2FIIPaVdw%3D&reserved=0
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       UgdlqkBkNCRifXnXGAv6Y1rWzqMDvgDAx9lcE0e3xttiUQD_Zgg0jayzgaPV_LCgiwp1l7QbFBQe$>____

       ____

       The web version limits the number of questions per day – so far
       the iPhone App hasn’t.____

       ____

       I assume I’m not alone here in trying Perplexity, but I don’t
       recall any previous comment about it in SIGCIS.____

       ____

       However, the Wikipedia article about it ____

       https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fen.wikipedia.org%2Fwiki%2FPerplexity_AI&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546706849%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=ttz0ePB2g%2BxEWWIKeQcWtVWDB1FkyzqTPxuJo%2BQuZPE%3D&reserved=0 <https://
       urldefense.com/v3/__https://nam10.safelinks.protection.outlook.com/?url=https%3A%2F%2Fen.wikipedia.org%2Fwiki%2F&data=05%7C02%7Cdspicer%40computerhistory.org%7C38f01d8a834a4bf76b2608dd9aa1b495%7Cb6a9c12a29ee4c5f8f93f0d7a8e2db2f%7C0%7C0%7C638836741546719376%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=0PAz3wNJkFpfXf%2BrFq5X2ndkK9Ag1geNAVatxGlAwgc%3D&reserved=0
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       UgdlqkBkNCRifXnXGAv6Y1rWzqMDvgDAx9lcE0e3xttiUQD_Zgg0jayzgaPV_LCgiwp1l_ByERqJ$>____

       is a little sobering, regarding its alleged copyright
       violations, and failure to respect the robots.txt web-crawling
       standards.____

       ____

       Cheers____

       ____

       Brian____

       _______________________________________________
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