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Legg Mason

Person
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6
Relationships
3
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Documents
3
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Legg
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3 total relationships
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person Bank of America Merrill Lynch
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person Bank of America Merrill Lynch
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person Hutter
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HOUSE_OVERSIGHT_013054.jpg

This document page discusses a formal definition for "Pragmatic General Intelligence" within the context of intelligent agents. It introduces mathematical definitions incorporating environments, goals, and distributions to quantify an agent's expected performance. The text also compares this concept to universal intelligence and references the algorithmic agent AIXI.

Academic/scientific paper page
2025-11-19
Analysis Source

HOUSE_OVERSIGHT_013053.jpg

This document discusses the limitations of Legg and Hutter's model of intelligent agents when applied to real-world scenarios, particularly regarding the separation of reward mechanisms from cognition. The text argues that biological intelligence often involves self-defined goals rather than external rewards and proposes treating external rewards as a theoretical test framework rather than an architectural necessity. It contrasts this approach with IQ tests, suggesting that formal definitions of intelligence can be inferred from real-world behavior.

Academic text / report page
2025-11-19
Analysis Source

HOUSE_OVERSIGHT_013052.jpg

This document is page 136 of an academic text titled 'A Formal Model of Intelligent Agents.' It discusses theoretical Artificial Intelligence concepts, specifically 'Biased Universal Intelligence,' referencing researchers Legg and Hutter and the Solomonoff-Levin distribution. The page bears a 'HOUSE_OVERSIGHT_013052' stamp, indicating it was part of a document production for a congressional investigation, likely related to Jeffrey Epstein's connections to the scientific community, though Epstein himself is not mentioned on this specific page.

Academic text / scientific paper (house oversight document production)
2025-11-19
Analysis Source
Total Received
$22,000,000,000.00
4 transactions
Total Paid
$0.00
0 transactions
Net Flow
$22,000,000,000.00
4 total transactions
Date Type From To Amount Description Actions
N/A Received Unknown Legg Mason $8,000,000,000.00 Mentioned as '$8B of unfunded wins' in Legg Mas... View
N/A Received Unknown Legg Mason $3,000,000,000.00 Mentioned as '$3B uncalled committed capital' i... View
N/A Received Unknown Legg Mason $8,000,000,000.00 A metric of Legg Mason's healthy institutional ... View
N/A Received Unknown Legg Mason $3,000,000,000.00 A metric of Legg Mason's healthy institutional ... View
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0
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