Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Alternative Techniques for Mapping Paths to HLAI   The only systematic mapping of the HLAI technical landscape was conducted at
a workshop in 2009 [Adams et al., 2012]. However, the results from it were not
what organizers had hoped for [Goertzel 2014, 2016], merely just a series of
milestones, up to 50% of which could be argued to have been completed already.
We consider two more recent articles outlining paths to human-like intelligence
[Mikolov et al., 2016; Lake et al., 2017]. These offer technical and more
refined assessments of the requirements for HLAI rather than just milestones.
While useful, they also have limitations. To address these limitations we
propose the use of alternative techniques for an updated systematic mapping of
the paths to HLAI. The newly proposed alternative techniques can model complex
paths of future technologies using intricate directed graphs. Specifically,
there are two classes of alternative techniques that we consider: scenario
mapping methods and techniques for eliciting expert opinion through digital
platforms and crowdsourcing. We assess the viability and utility of both the
previous and alternative techniques, finding that the proposed alternative
techniques could be very beneficial in advancing the existing body of knowledge
on the plausible frameworks for creating HLAI. In conclusion, we encourage
discussion and debate to initiate efforts to use these proposed techniques for
mapping paths to HLAI.

21
The categories of this paper are: adap-org
8
The categories of this paper are: hep-ex
26
The categories of this paper are: bayes-an
27
The categories of this paper are: comp-gas
35
The categories of this paper are: mtrl-th
23
The categories of this paper are: solv-int
15
The categories of this paper are: nucl-ex
0
The categories of this paper are: hep-ph
36
The categories of this paper are: cmp-lg
6
The categories of this paper are: astro-ph
5
The categories of this paper are: gr-qc
18
The categories of this paper are: econ
10
The categories of this paper are: q-bio
13
The categories of this paper are: quant-ph
14
The categories of this paper are: math-ph
2
The categories of this paper are: math