Assertion Supported AI assessment confidence: 98% certainty 4/5 debate potential 2/5

Bloom: 95% of production machine learning code is just glue code

Josh Bloom · Machine Learning in Production with Josh Bloom, Co-founder Wise.io · Nov 23, 2015 · at 11:55

Josh Bloom, co-founder and CTO of Wise.io, references Google's paper on technical debt in machine learning during a 2015 presentation at Data Driven NYC.

0:00 / 0:09exact quote · 9.5s
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“Algorithms are important, but 95% of all machine learning code in production is actually just glue code. It's connecting all of these different pieces together.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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Insight
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Assertion Supported
Bloom: Netflix couldn't deploy its $1M prize algorithm due to complexity
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Assertion Not checkable as stated
Wise.io's ML automatically resolves 5% to 20% of support tickets
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Disclosure
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Insight
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Insight
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