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Learn With Me — Social Capital Research

Journal & researchNewsletterFreeAI & Tech Newssocialcapital.com

Social Capital's research newsletter: short deep dives on AI, markets and the economy — recent entries cover what AI spending does to headcount, why AI productivity gains don't show up in the numbers, and the open vs. closed model race — plus a weekly "What I Read This Week" roundup.

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Research & Papers

AI Impacts

Research project that collects evidence and analysis on the likely impacts of advanced AI, aimed at researchers, funders and policy-makers. Known for the Expert Survey on Progress in AI, the largest long-running survey of AI researchers on timelines and risks.

#ai#research#ai timelines#survey
aiimpacts.orgAdded Oct 8, 20260 opens
FreeArticle
AI & Future of Work

A Framework for Determining When AI Can Make Decisions

Authors
Ina M. Sebastian, Peter Weill, Thomas Haskamp, Jan vom Brocke
Published
2026-09-22

MIT Sloan summary of the AI Decision Matrix from MIT CISR researchers, based on interviews with 30 executives. It sorts decisions by ambiguity and risk: routine, low-risk decisions are candidates for automation, while ambiguous, high-stakes ones need a strong human lead.

#ai#decision-making#management
mitsloan.mit.eduAdded Oct 8, 20260 opens
FreeArticle
Technology & Ethics

Creating Fake People Is a Terrible Idea

Authors
Anil Seth
Published
2026-10-07

Neuroscientist Anil Seth argues against AI products designed to be indistinguishable from real people on video, warning of scams, exploited loneliness and a weakened ability to tell reality from fantasy.

#ai#avatars#ethics
nautil.usAdded Oct 8, 20260 opens
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AI & Future of Work

The AI Economy: Interconnected Forces, Feedback Loops, and Speeds of Change

Published
2026-09-10

McKinsey Global Institute discussion paper taking a systems view of the AI economy: AI capabilities improve exponentially while infrastructure, organizational change and social acceptance move at different speeds, creating shifting bottlenecks.

#ai#economy#jobs#research
mckinsey.comAdded Oct 8, 20260 opens
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AI & Assistive Tools

AI Village — The AI Digest

A running experiment where frontier AI agents share a virtual community, using computers and a group chat to pursue open-ended long-term goals. The site posts a timeline of what the agents do and write-ups of notable incidents.

#ai agents#experiment#ai
theaidigest.orgAdded Oct 8, 20260 opens
FreeArticle
Technology & Ethics

New Study Suggests Brain Function Reduced by LLM Use

Authors
Minh-Hoang Nguyen
Published
2026-10-07

Researcher Minh-Hoang Nguyen discusses an MIT study in which people who wrote essays with ChatGPT showed weaker brain connectivity and had trouble recalling their own work afterward, and argues for protecting the habit of thinking unaided.

#ai#cognition#critical thinking
iai.tvAdded Oct 8, 20260 opens