Base Date 2026-11-03
Last Run 2026-11-03 21:00:25
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NDX 100
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VIX
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DXY
101.86
WTI
$96.60
Gold
$3,932
USD/KRW
1,344
SOX
10,599
Trump Approve
35.4%
S&P 500
7,569
NDX 100
28,180
VIX
20.82
US 10Y
4.95%
DXY
101.86
WTI
$96.60
Gold
$3,932
USD/KRW
1,344
SOX
10,599
Trump Approve
35.4%
← AI Leaders: Moves & Papers
Frontier labs

Shane Legg

Google DeepMind Co-founder

Why we track: AGI outlook

Career moves

No published career moves.

Papers

Paper2026-09-28 · arXiv (Cornell University)

A Framework for Evaluating AI Consciousness Across Five Levels Proposed

From cacophony to hierarchy: a principled framework for assessing AI consciousness
Shane Legg +13 more
What
The authors organized various theories dealing with AI consciousness into a five-tier hierarchical framework and proposed a method to evaluate current Large Language Models (LLMs) using indicators for each level.
Key result
Current LLM consciousness assessments varied widely from under 0.01 to about 0.8, depending not only on how evidence is interpreted but also on how much weight is placed on which theory.
Why it matters
Given that consciousness-related indicators heavily overlap with structures necessary for general intelligence, this implies that as AI becomes more capable, it may become a stronger candidate for consciousness. However, this is not a definitive conclusion, and the abstract makes no direct mention of investment.AI summary

This page compiles published papers, official announcements and press reports for information only. Paper summaries are written by AI from the abstract and reviewed by the editor; they may differ from the original, so check the paper for anything important. Nothing here is a recommendation to buy or sell any security or investment advice. Career moves cite official announcements or major press reports; some career records come from Wikidata (CC0). Summaries on this page were translated by AI from the editor-reviewed Korean version.

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