Big congratulations to @StanfordHAI Senior Fellow Dan Ho for joining the newly launched California Innovation Council! Prof. Ho will serve on the "Modernizing Government Service Delivery" working group, bringing his expertise from @Stanford
's RegLab to help transform how state
ETHICS
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Stanford RegLab Expert Joins California Innovation Council
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AI-Accountable Leadership Is The New Currency
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AI-Accountable Leadership Is The New Currency
#AI #AIio #AIInnovation #ML #DataScience #Futureofwork @fabiomoioli @pascal_bornet @alliekmiller @mattshumer_ @OfficialLoganK @jeremyphoward @GaryMarcus -
Universal Intelligence and Scientific Understanding of Natural Laws
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Because our universe follows stable laws, a sufficiently general intelligent system adapted to it, like human-driven science, can eventually model any phenomenon within it. Human intelligence may not be "universal" in the mathematical sense (see No Free Lunch theorem), but we
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APAC AI Regulation Focuses on Deployment Over Development
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ICYMI: @StanfordHAI
's @russellwald discussed AI regulation in Asia Pacific at an event hosted by @asiasocietysf in partnership with @Google
. Key insight: APAC focuses on regulating AI deployment over development, prioritizing how the technology is used. -
Competing Claims on Paths to General Intelligence
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everyone argues that their patch of grass is necessary and sufficient for general intelligence
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General Intelligence Differs from Artificial Human Mind
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To note, general intelligence is only one part of what makes us human, so a digital general intelligence is quite different from an artificial human mind.
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XPENG’s IRON Robot Breaks Uncanny Valley with Silicone Skin
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They SLICED OPEN a "human" on stage… and IT WALKED AWAY. XPENG's IRON robot just shattered the uncanny valley—silicone skin, fluid steps, zero humans inside.
— Giuliano Liguori (@ingliguori) 17 décembre 2025
Sci-fi is NOW. But is this the future we want? Creepy genius or dystopian nightmare? Watch & tell me: Real robot or… pic.twitter.com/PLgs3KEbkOThey SLICED OPEN a "human" on stage… and IT WALKED AWAY. XPENG's IRON robot just shattered the uncanny valley—silicone skin, fluid steps, zero humans inside. Sci-fi is NOW. But is this the future we want? Creepy genius or dystopian nightmare? Watch & tell me: Real robot or
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Data as Pollution: The Problem with Unstructured Information
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Is data the new oil or the new pollution? We generate more data today than at any point in human history — and most of it never gets used.
That’s why the old phrase “data is the new oil” no longer tells the full story. Because without structure, context, and meaning, data isn’t -

Foundation Model Transparency Index 2025 Shows Sharp Decline
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The 2025 Foundation Model Transparency Index is here! This report reveals a sharp drop in openness, with average scores plummeting from 58 to 40. While IBM leads with 95, xAI and Midjourney scored just 14. – Google: 41
– OpenAI: 35
– DeepSeek: 32
– Qwen: 26 The 2025 -

Does AI Have Imagination? Technical Facts Explained
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Does AI have imagination?
This seems to be the debate my original post has sparked. My take is: yes, but not in the way human beings imagine. I’m presenting the technical facts below. You can arrive at your own conclusion. When people say “AI has no imagination,” they’re