Well, machine learning is not typical software engineering; nor is AGI ...

On Sun, Nov 30, 2014 at 12:37 AM, Tim Tyler via AGI <[email protected]> wrote:
> On 28/11/2014 22:28, Ben Goertzel via AGI wrote:
>
>> However, it does often take several days for us to do a MOSES (machine
>> learning algorithm) run across a body of datasets that interests us
>> (using crossvalidation etc. etc.) ....
>>
>> Speeding that up by 10% wouldn't make much difference to us.
>> Speeding that up by 100x would make a tremendous difference to us,
>> because it would then let us perform MOSES-parameter-space search in a
>> more automated way, rather than "largely by hand."....  Speeding that
>> up by 10x would make a moderate difference to us....
>
>
> Today, we should have more than enough computing power, for most
> reasonable software engineering tasks. I can't say I've never
> seen engineers waiting around for the build to complete or the
> tests to run. However, that's generally a consequence of their
> time management choices - or sometimes the result of dubious
> project management practices.
>
> Today, if you are writing software and more than 20% of your critical
> path is in cyberspace, rather than complaining about CPU speeds not
> being fast enough for your highly-automated project, you should
> seriously consider whether your build/test process could be made
> more modular - or more parallel - or that you could better parallelize
> your development work - and delegate more of the work to others.
>
> I can think of some cases where businesses are CPU-bound.
> Cryptocurrency mining and ray-traced movie rendering spring
> to mind. However, these are not really software engineering.
> Software engineering is one of the areas which we don't
> currently know how to automate very well.
>
> In the future, no doubt machines will be on the critical path
> more. Today, this happens rarely - reflecting the work that
> still needs to be done to automate software engineering.
>
> --
> __________
>  |im |yler  http://timtyler.org/  [email protected]  Remove lock to reply.
>
>
>
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-- 
Ben Goertzel, PhD
http://goertzel.org

"The reasonable man adapts himself to the world: the unreasonable one
persists in trying to adapt the world to himself. Therefore all
progress depends on the unreasonable man." -- George Bernard Shaw


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