[ih] History of AI and Internet
Jack Haverty
jack at 3kitty.org
Mon Jun 22 12:50:37 PDT 2026
With AI now in the news all the time, I've been wondering about the
history of AI in The Internet, i.e., how AI technology has been used
within the Internet over the years, rather than just a service which
people can access over The Internet. Personally I only know of a few
such uses of AI in a communications role, quite a while ago. But maybe
others remember more...?
In the mid-1970s, I was involved in an AI project at MIT in Licklider's
group, sponsored by ARPA. It wasn't really part of the ARPANET but it
did relate to communications. The project involved using AI techniques
of that era, then called "expert systems", to have computers decode
hand-sent Morse radio transmissions. The Intelligence Community was
apparently quite interested in this problem at that time, and the
project ran for several years and was deemed a success.
FYI, see chapter 22 of https://apps.dtic.mil/sti/citations/ADA239925 for
info on that AI project. Personally, I think of that 1990 report as an
enumeration of "ARPA's Greatest Hits". There are six projects listed
from the Information Processing Techniques Office of ARPA (IPTO, where
all the networking and computer projects happened). Another project of
those six IPTO successes is The ARPANET, described in Chapter 20. The
Internet was probably still too immature to be included at the time .
Similarly, while I was at BBN in the 1980s there were tools developed to
visualize activity in the ARPANET, and do tasks involved in network
design - figuring out where new lines were needed, reconfiguring the
topology of the ARPANET to address changes in traffic patterns, and
other such analyses. I'm not sure those projects would be recognized as
"AI" today, but they were widely used to manage a variety of networks
such as the ARPANET and DDN. The idea was to use computers to augment
people skills, as it is in today's AI as well.
Bob Kahn and I had a discussion at some point in late 1982 about AI and
networks in ARPA's world. Bob was aware of the ARPA-sponsored project
done at MIT in the mid 1970s which used AI "expert system" techniques to
decode Morse code. We mused that a similar expert system approach
could be used to manage networks, especially the emerging Internet which
was much more complex than the ARPANET and had few tools available for
operations and management.
The concept was to use the plentiful supply of BBN engineers who had
been debugging Internet crises for several years as the "experts",
observing how they worked, and translating what they did into software
to do tasks "automatically". That started the "Automated Network
Management" (ANM) project as a new research task at BBN. I wrote the
proposal to ARPA and waited for the contract to be signed. But when BBN
reorganized in July 1983 the ANM contract and I went separate ways so I
never got to work on ANM and I don't think there was enough detail in
the proposal to convey the concept onwards to the new project team.
It strikes me that the real driver of AI today has evolved only partly
from advances in algorithms such as LLMs. I think another major factor
has been the massive drop in computing costs over the last
half-century. AI systems, such as that Morse Code project, were
affordable only by well-funded parts of government in the 1970s,
requiring millions of dollars/pounds/rubles/yen/lira to field a system
that provided minimal capability. Today, the system that cost millions
in the 1970s now costs pennies by comparison.
Anybody else know more about the history of the use of AI *within* (not
just on top of) The Internet? For example, when there are problems in
today's Internet, are AI techniques and tools used to diagnose and
repair them? What's the History of such things?
/Jack Haverty
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