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2.44 MB
Extraction Summary
3
People
0
Organizations
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Locations
1
Events
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Relationships
5
Quotes
Document Information
Type:
Transcript / interview / essay (part of house oversight committee production)
File Size:
2.44 MB
Summary
This document appears to be page 186 of a larger file produced for the House Oversight Committee (Bates stamp HOUSE_OVERSIGHT_016989). The text is a transcript or essay by an unnamed computer scientist (likely discussing Wolfram Alpha or similar technology) describing the mechanics of neural networks, image recognition training using GPUs, and the creation of a symbolic language for AI. It draws comparisons between modern AI development and the 'philosophical languages' proposed by Gottfried Leibniz and John Wilkins in the 17th century. There is no mention of Jeffrey Epstein, his associates, or criminal activity on this specific page.
People (3)
| Name | Role | Context |
|---|---|---|
| Speaker/Author | Narrator (Unnamed in text) |
Discussing the development of an AI system, neural networks, and symbolic language. (Context suggests a computer scie...
|
| Gottfried Leibniz | Historical Figure |
Mentioned as being concerned with 'philosophical languages' in the late 1600s.
|
| John Wilkins | Historical Figure |
Mentioned for his work on philosophical language and how he categorized the world in the 1600s.
|
Timeline (1 events)
Late 1600s
Gottfried Leibniz, John Wilkins, and others worked on 'philosophical languages'.
Historical context
Relationships (1)
Speaker
→
Intellectual/Historical Reference
→
Gottfried Leibniz/John Wilkins
Speaker discusses their historical work as a precursor to modern symbolic AI attempts.
Key Quotes (5)
"What we did was train our system on 30 million images of these kinds of things."Source
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Quote #1
"It takes about a quadrillion GPU operations to do the training."Source
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Quote #2
"We now have a system that can say, “This is a glass of water.” We can go from a picture of a glass of water to the concept of a glass of water."Source
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Quote #3
"Now the problem is to represent everyday human discourse in a precise symbolic way—a knowledge-based language intended for communication between humans and machines"Source
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Quote #4
"In the late 1600s, Gottfried Leibniz, John Wilkins, and others were concerned with what they called philosophical languages"Source
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Quote #5
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