







The seductiveness of “general intelligence” is rooted in a costly category error
What Is Intelligence?
It has come as a shock to some AI researchers that a large neural net that predicts next words seems to produce a system with general intelligence. Yet this ...

The Use of Knowledge in (AGI) Society
How to build to break the intelligence curse

The Intelligence Curse
This series examines the incoming crisis of human irrelevance and provides a map towards a future where people remain the masters of their destiny.

Make ‘em dumb, sell ‘em smarts
Sam Altman wants intelligence to be a utility that you pay him for

What is Intelligence? | Antikythera

Intelligence Per Watt: A Study of Local Intelligence Efficiency
Jon Saad-Falcon*, Avanika Narayan*, John Hennessy, Azalia Mirhoseini, Chris Ré

A Collectivist, Economic Perspective on AI
Information technology is in the midst of a revolution in which omnipresent data collection and machine learning are impacting the human world as never before. The word ``intelligence'' is being...

How ‘Jagged Intelligence’ Can Reframe the A.I. Debate
A.I. has always been compared to human intelligence, but that may not be the right way to think about it. What it does well can help predict what jobs it may replace.

Comprehension Debt - the hidden cost of AI generated code.
Comprehension debt is the hidden cost to human intelligence and memory resulting from excessive reliance on AI and automation. For engineers, it applies most to agentic engineering.

Our Spreadsheet Overlords
Weatherby argues that the current discourse around AI, especially the buzz around “artificial general intelligence,” is a distraction from its actual impact: the expansion of bureaucracy through massive data systems…

Large AI models are cultural and social technologies
Implications draw on the history of transformative information systems from the past , Debates about artificial intelligence (AI) tend to revolve around whether large models are intelligent, autonomous agents. Some AI researchers and commentators speculate that we are on the cusp of creating agents with artificial general intelligence (AGI), a prospect anticipated with both elation and anxiety. There have also been extensive conversations about cultural and social consequences of large models, orbiting around two foci: immediate effects of these systems as they are currently used, and hypothetical futures when these systems turn into AGI agents—perhaps even superintelligent AGI agents. But this discourse about large models as intelligent agents is fundamentally misconceived. Combining ideas from social and behavioral sciences with computer science can help us to understand AI systems more accurately. Large models should not be viewed primarily as intelligent agents but as a new kind of cultural and social technology, allowing humans to take advantage of information other humans have accumulated.
Cognitive Farmsteading
The message of the AI medium is intellectual rural domesticity

What Is Intelligence? Lessons from AI About Evolution, Computing, and Minds | Blaise Agüera y Arcas
All intelligence is collective intelligence
Author: Falandays, J. Benjamin et al.; Genre: Journal Article; Published online: 2023-04-28; Open Access; Keywords: Collective intelligence, self-organization, multicellularity, neural Darwinism, behavioral coordination, cultural evolution; Title: All intelligence is collective intelligence
🌐 Terence Tao: Intelligence is an ecosystem, not a ladder — @JonhernandezIA Modeling intelligence as a linear scale (below/equal/above human) is the biggest mistake. Reality is an ecosystem of diverse cognitive capabilities. x.com/JonhernandezIA/status/2042264…

Sharing Notes about Collective Intelligence — Pop Junctions

Socially Minded Intelligence: How Individuals, Groups, and Artificial Intelligence Can Make Each Other Smarter (or Not)

Profile: Adrien Treuille

NOVA | The Wisdom of the Crowds | Season 45 | Episode 6
Mapping Citizen Science through the Lens of Human-Centered AI
Peer Production in Citizen Science: A Community-Centered Approach on the Example of Personal Science