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@GaryMarcus "search a different part of model space" is not a testable proposal, nor your whole book from 2001 is. I wanted to hear what that different part is, in equations or pseudo code.
- look at relationships between variables, a la ILP and MLNs and some recent work in differentiable programming - include a type-token distinction - don’t waste your time with bags of features; only consider architectures with structured representations - learn a common sense db
i have also made a strong specific claim about innateness, suggesting we should be focusing our efforts on finding mechanisms that can represent all of the following independently of experience:pic.twitter.com/x3N32jqcv6
All animals (bugs/birds/us) have many innate behaviors, eg nest building, mating, hunting, etc Your list seems very human-specific (eg "type-token") So for each animal you need to handcraft a new set of innate mechs? Or is there a common framework? Eg "genomic bottleneck"?
Still not a testable proposal senpai
These are things you'd like a model to do or have, not a description of a model that does or has
on that we agree.
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