SIAI Research | Swiss Institute of Artificial Intelligence

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Superhuman Labor and the Feedback Loop No One Is Watching

Aug 17, 2026 23:00

Main List Type

Aug 14, 2026 18:12

AI Model Distillation Is Quietly Redrawing the AI Power Map

Aug 13, 2026 22:08

Open Weights, Extracted Capabilities: Reassessing the Distillation Economy and the Contest for American AI Leadership

Aug 13, 2026 00:48

Why AI War Crimes Accountability Starts With a Missing Defendant

Aug 12, 2026 01:39

The Machine Cannot Stand Trial: Responsibility for War Crimes in the Age of AI

Main List Type

Aug 11, 2026 17:13

The AI Premium Is About Implementation, Not Access

Aug 9, 2026 23:34

Beyond Robot Relations: Managing, Measuring and Organizing the AI-Dependent Firm

Aug 9, 2026 15:35

From AI Access to Organizational Capability: Pricing the Corporate AI Transition

Aug 1, 2026 18:32

AI Agents as a Cybersecurity Stress Test: Security Debt, Knowledge Diffusion, and the Limits of Model-Centric Regulation

Jul 29, 2026 16:17

The AI Zero-Day Exploit OpenAI Didn't Mean to Prove: OpenAI's Happy Accident

Jul 24, 2026 00:23

Cognitive Outsourcing in Education: Why AI’s Real Classroom Crisis Is Verification, Not Cheating

SIAI Library

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SIAI Lecture Notes

AI Agent Deception: An Old Tactic Wearing a New Face

Publishing Rigor: What Engineering Fields Owe Mathematics

What Agentic AI Can Prove and What It Still Fabricates: The Real Frontier of Machine Science

The AI-Dependent Firm: A Review of Three Governance Capabilities

AI Security Debt: The Real Reason Cyberattacks Are Getting Faster

AI Lifelong Learning Must Arrive Before the Skill Gap Hardens

The Real AI Risk in Education Is Cognitive Outsourcing, Not Cheating

The Cognitive Environment: How Place and Education Shape the Habit of Reasoning

AI Memo

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AI Column

Aug 17, 2026 23:00

Superhuman Labor and the Feedback Loop No One Is Watching

Jun 15, 2026 14:36

From Narratives to Prices: AI and the New Data Architecture of Prediction Markets

Feb 12, 2026 16:41

The Cost of Hurry: Why the speed of AI adoption is a policy choice with winners, losers—and no shortcuts

Feb 10, 2026 18:04

The Super Bowl Is PR — The Enterprise Buys the Orchestration Layer

Education

Feb 13, 2026 21:28

The AI Labor Divide: Who Wins, Who Survives, and Who Falls Away

Feb 7, 2026 15:50

AI Tax: When Memory Becomes an Education Levy

Feb 6, 2026 23:16

The data center boom is not the new factory — unless we rewrite the deal

Feb 4, 2026 22:14

Light for Sale: Reframing the Data Center Community Impact as a Power and Trust Problem

Finance

Jan 27, 2026 20:36

Pay for the Light: Why AI transparency funding must be the price of openness

Jan 22, 2026 20:59

Invisible Value: Why AI intangible assets Make the Economy Look Smaller Than It IsZ

Jan 20, 2026 21:11

Protect the Floor, Save the Top: Rethinking the Firm-Level Minimum Wage

Jan 13, 2026 20:43

Robot tax is no longer a joke: why revenue design must catch up with automation

LLM

Aug 14, 2026 18:12

AI Model Distillation Is Quietly Redrawing the AI Power Map

Jun 20, 2026 13:00

From Feedback Loops to Causal Guardrails: Endogeneity in AI Systems

Feb 11, 2026 21:13

Copyright’s Quiet Pivot: Why AI data governance — not fair use — will decide the next phase of legal rules

Dec 19, 2025 00:57

When Companions Lie: Regulating AI as a Mental-Health Risk, Not a Gadget

AI Research

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Technical

Aug 13, 2026 22:08

Open Weights, Extracted Capabilities: Reassessing the Distillation Economy and the Contest for American AI Leadership

Aug 12, 2026 01:39

The Machine Cannot Stand Trial: Responsibility for War Crimes in the Age of AI

Aug 9, 2026 23:34

Beyond Robot Relations: Managing, Measuring and Organizing the AI-Dependent Firm

Aug 9, 2026 15:35

From AI Access to Organizational Capability: Pricing the Corporate AI Transition

Business

Aug 13, 2026 22:08

Open Weights, Extracted Capabilities: Reassessing the Distillation Economy and the Contest for American AI Leadership

Aug 12, 2026 01:39

The Machine Cannot Stand Trial: Responsibility for War Crimes in the Age of AI

Aug 9, 2026 23:34

Beyond Robot Relations: Managing, Measuring and Organizing the AI-Dependent Firm

Aug 9, 2026 15:35

From AI Access to Organizational Capability: Pricing the Corporate AI Transition

Policy

Aug 13, 2026 22:08

Open Weights, Extracted Capabilities: Reassessing the Distillation Economy and the Contest for American AI Leadership

Aug 12, 2026 01:39

The Machine Cannot Stand Trial: Responsibility for War Crimes in the Age of AI

Aug 9, 2026 23:34

Beyond Robot Relations: Managing, Measuring and Organizing the AI-Dependent Firm

Aug 9, 2026 15:35

From AI Access to Organizational Capability: Pricing the Corporate AI Transition

Students

Sep 30, 2025 00:00

Low-Cost Automatic Detection of Board Channel-Induced Failures in Semiconductor Testing based on Channel-Sharing Test Boards

Sep 30, 2025 00:00

Analysis of Salesman Performance Based on Relational Effects

Nov 11, 2024 02:30

Forecasting Demand for Public Bicycling in Seoul to Optimize Bike Repositioning at Rental Stations

Oct 15, 2024 11:00

Fiscal Games in Overlapping Jurisdictions

SIAI Working Papers

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Aug 13, 2026 22:08

Open Weights, Extracted Capabilities: Reassessing the Distillation Economy and the Contest for American AI Leadership

Keith Lee* *Swiss Institute of Artificial Intelligence, Chaltenbodenstrasse 26, 8834 Schindellegi, Schwyz,
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Aug 12, 2026 01:39

The Machine Cannot Stand Trial: Responsibility for War Crimes in the Age of AI

Aug 9, 2026 23:34

Beyond Robot Relations: Managing, Measuring and Organizing the AI-Dependent Firm

Aug 9, 2026 15:35

From AI Access to Organizational Capability: Pricing the Corporate AI Transition

Aug 1, 2026 18:32

AI Agents as a Cybersecurity Stress Test: Security Debt, Knowledge Diffusion, and the Limits of Model-Centric Regulation

Jul 24, 2026 00:23

Cognitive Outsourcing in Education: Why AI’s Real Classroom Crisis Is Verification, Not Cheating