Google and Its Smart Software

December 28, 2020

I spotted “What AlphaGo Can Teach Us About How People Learn.” The subtitle is Google friendly:

David Silver of DeepMind, who helped create the program that defeated a Go champion, thinks rewards are central to how machines—and humans—acquire knowledge.

The write up contains a number of interesting statements. You will want to work through the essay and excavate those which cause your truth meter to vibrate with excitement. I noted this segment:

I don’t want to put a timescale on it [general artificial intelligence], but I would say that everything that a human can achieve, I ultimately think that a machine can. The brain is a computational process, I don’t think there’s any magic going on there.

I noted the “everything.” That’s an encompassing term. In fact, the term “everything” effectively means the old saw from Paradise Lost”

O sun, to tell thee how I hate thy beams, That bring to my remembrance from what state I fell; how glorious once above thy sphere; Till pride and worse ambition threw me down, Warring in heaven against heaven’s matchless King. (IV, 37–41)

I also noted this Venture Beat write up called “DeepMind’s Big Losses and the Questions around Running an AI Lab.” The MBA speak cannot occlude this factoid (which I assume is close enough for horse shoes):

According to its annual report filed with the UK’s Companies House register, DeepMind has more than doubled its revenue, raking in £266 million in 2019, up from £103 million in 2018. But the company’s expenses continue to grow as well, increasing from £568 million in 2018 to £717 in 2019. The overall losses of the company grew from £470 million in 2018 to £477 million in 2019.

Doing “everything” does seem to be expensive. It was expensive for IBM to get Watson on the Jeopardy show. Google has pumped money into DeepMind to nuke a hapless human Go player.

I also noted this write up: “Google Told Scientists to Use a Positive Tone in AI Research, Documents Show.” I noted this passage:

Four staff researchers, including the senior scientist Margaret Mitchell, said they believe Google is starting to interfere with crucial studies of potential technology harms.

Beyond Search believes that these write ups make clear:

  1. Google is in the midst of a public relations offensive. Perhaps it is more of a singularity than Google’s announcements about quantum computing. My hunch is that Timnit Gebru’s experience may be an example of Google-entanglement.
  2. Google is trotting out the big dogs to provide an explainer about “everything.” Wait. Isn’t that a logical impossibility like the Godel thing?
  3. Google is in the midst of another high school science club management moment. The effort is amusing in a high school science club way.

Net net: My take is that Google announced that it would “solve death.” This did not happen. “Everything”, therefore, is another example of the Arnold Law of Online: “Online fosters a perception that one is infallible, infinite, and everlasting.” Would anyone wager some silver on the veracity of my Law?

Stephen E Arnold, December 28, 2020

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