Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Will recent advances in AI result in a paradigm shift in Astrobiology
  and SETI?   The steady advances in computer performance and in programming raise the
concern that the ability of computers would overtake that of the human brain,
an occurrence termed "the Singularity". While comparing the size of the human
brain and the advance in computer capacity, the Singularity has been estimated
to occur within a few decades although the capacity of conventional computers
may reach its limits in the near future. However, in the last few years, there
have been rapid advances in Artificial Intelligence (AI). There are already
programs that carry out pattern recognition and self-learning which, at least
in limited fields such as chess and other games, are superior to the best human
players. Furthermore, the quantum computing revolution, which is expected to
vastly increase computer capacities, is already on our doorstep. It now seems
inevitable that the Singularity will arrive within the foreseeable future.
Biological life, on Earth and on extraterrestrial planets and their satellites,
may continue as before, but humanity could be 'replaced' by computers. Older
and more advanced intelligent life forms, possibly evolved elsewhere in the
universe, may have passed their Singularity a long time ago. Post Singularity
life would probably be based not on biochemical reactions but on electronics.
Their communication may use effects such as quantum entanglement and be
undetectable to us. This may explain the Fermi paradox or at least the "Big
Silence" problem in SETI.

32
The categories of this paper are: atom-ph
20
The categories of this paper are: acc-phys
5
The categories of this paper are: gr-qc
8
The categories of this paper are: hep-ex
14
The categories of this paper are: math-ph
16
The categories of this paper are: stat
25
The categories of this paper are: patt-sol
31
The categories of this paper are: ao-sci
22
The categories of this paper are: chao-dyn
21
The categories of this paper are: adap-org
26
The categories of this paper are: bayes-an
10
The categories of this paper are: q-bio
19
The categories of this paper are: eess
17
The categories of this paper are: q-fin
12
The categories of this paper are: nucl-th
37
The categories of this paper are: supr-con