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2.33 MB
Extraction Summary
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Quotes
Document Information
Type:
Report page / book excerpt
File Size:
2.33 MB
Summary
The text argues for transparency in AI through an "open algorithms" approach, comparing the need for data visibility in AI to that in government accountability. It critiques current machine learning as "brute force" and "dead simple stupid," proposing a next-generation approach that incorporates scientific principles and specific basis functions (like laws of physics or human behavior models) to create more robust systems that require less data.
Organizations (1)
| Name | Type | Context |
|---|---|---|
| House Oversight |
Relationships (2)
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Key Quotes (4)
"If you control the data, then you control the AI."Source
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Quote #1
"Current AI machine-learning algorithms are, at their core, dead simple stupid."Source
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Quote #2
"We need trusted data to hold current government to account in terms of what they take in and what they put out, and AI should be no different."Source
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Quote #3
"The fact that humans have a “commonsense” understanding that they bring to most problems suggests what I call the human strategy"Source
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Quote #4
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