Last week [https://bounded-regret.ghost.io/early-2022-paper-round-up/], I talked
about six recent papers from our group, and discussed the first two in detail.
This week, I'll discuss the remaining four. They
My students and collaborators have been doing some particularly awesome work
over the past several months, and to highlight that I wanted to summarize their
papers here, and explain why I’m excited
In Future ML Systems Will Be Qualitatively Different
[https://bounded-regret.ghost.io/p/1527e9dd-c48d-4941-9b14-4f7293318d5c/], I
argued that we should expect ML systems to exhibit emergent capabilities. My
main support for this was four
Previously, I argued
[https://bounded-regret.ghost.io/p/1527e9dd-c48d-4941-9b14-4f7293318d5c/] that
emergent phenomena in machine learning mean that we can't rely on current trends
to predict what the future of ML will
Previously, I've argued that future ML systems might exhibit unfamiliar,
emergent capabilities
[https://bounded-regret.ghost.io/p/1527e9dd-c48d-4941-9b14-4f7293318d5c/], and
that thought experiments provide one approach
[https://bounded-regret.ghost.io/p/a2d733a7-108a-4587-97fb-db90f66ce030/