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Matt's Thoughts In Between - Issue #52

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This week: monopolies and political disruption; AI that's too dangerous to release; in praise of smal
 
February 19 · Issue #52 · View online
Matt's Thoughts In Between
This week: monopolies and political disruption; AI that’s too dangerous to release; in praise of small teams; and more…

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How monopoly power might disrupt politics
The biggest tech/politics news of the week was Amazon’s decision to pull out of its planned New York City HQ following backlash from local politicians (though not, it seems, most New Yorkers). There’s a good argument that economic development subsidies to corporates don’t always work out well (e.g. a particularly egregious case), but the rhetoric from the new Democratic left is much more generally anti-big tech.
I expect the idea of fighting monopoly power to become a much bigger part of left and centre left platforms on both sides of the Atlantic. This is not just about big tech, as this thread shows. There’s a critique - Matt Stoller is the must-read proponent - that this is a much more general problem in the US economy.
This may fundamentally disrupt the politics of Silicon Valley, which are currently reliably Democratic, particularly as views on the monopoly debate increasingly split along partisan lines. Even inside Silicon Valley, we’re starting to see the argument that its pursuit of monopoly as its highest goal is leading the tech ecosystem astray. As long as Trump is in the White House, social and cultural issues are likely to keep the Bay Area blue, but I’m not sure I’d bet that it will last.
AI that's too dangerous to release?
OpenAI, the AI research company, released a new unsupervised machine learning model that can generate impressively human-sounding paragraphs of text (good semi-technical discussion here). It’s an interesting contribution if you’re an AI researcher, but what made it mainstream news was OpenAI’s claim that the full model was too dangerous to release publicly.
OpenAI’s CTO shared one example which, perhaps, illustrates the potential for “malicious applications” (see also). Nevertheless, there’s been a good deal of criticism and debate from within and without the AI community. Some prominent researchers have accused OpenAI of whipping up unhelpful hysteria. Zac Lipton wrote a fairly searing critique here, as did Stephen Merity here. This, though, is a useful defence from Joshua Achiam of OpenAI.
I remember when OpenAI launched in December 2015, Scott Alexander published an excellent and pessimistic essay on its risks. The part he was most worried about was the “open” bit:
Elon Musk famously said that AIs are “potentially more dangerous than nukes”. He’s right – so AI probably shouldn’t be open source any more than nukes should.
It’s interesting to see OpenAI change tack on this, as Alexander predicted and hoped. Even if you see this as a publicity stunt, it’s a new milestone in public AI discourse and one worth pondering.
In praise of small teams
There was an important new study in Nature (or see this profile in the NYT) this week on the differing strengths and capabilities of small and large teams. The authors looked at 65 million (!) papers and patents over a 60 year period and conclude:
smaller teams have tended to disrupt science and technology with new ideas and opportunities, whereas larger teams have tended to develop existing ones
Perhaps that’s intuitive - it’s certainly the norm in the startup world and even the tech giants - but it’s the detail that’s interesting. In particular, the study suggests that “most of the effect occurs at the level of the individual, as people move between smaller and larger teams”. That is, more innovative/disruptive individuals select into smaller teams. I’m biased, but I think that effect is starting to play out at the level of macro-talent allocation, as well as within teams.
And what is true of disrupting science may be true of good conversations too: small is beautiful.
Quick Links
  1. On the other hand… One thing that economists across the political spectrum actually agree on
  2. What’s better than sex? Shared political views, apparently.
  3. United City States of America. What would the US look like as 100 city states?
  4. All in the mind. Amazing new results in brain stimulation (in primates, for now).
  5. Behind every great man… The extraordinary story of Einstein’s co-author.
Your feedback
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Until next week,
Matt
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