Research
Digital Error Correction and Lock-In
April 8, 2025
We believe the digital error correction properties of digital entities will make future lock-in scenarios more stable
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Organisation-Level Lock-In Risk Interventions
April 1, 2025
This post outlines how lock-in could result from organisation structures and dynamics, and what interventions might be implemented to reduce the risk.
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Recommender Alignment for Lock-In Risk
March 24, 2025
Here we connect one of our lock-in threat models to the function of recommender systems, and outline intervention approaches.
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Stacity: a Lock-In Risk Benchmark for Large Language Models
March 13, 2025
Lock-in risk proxy benchmark for large language models.
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Lock-In Threat Models
March 10, 2025
The possible routes to lock-in prioritised on a set of criteria for importance.
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Definition of Lock-In
October 25, 2024
Qualitative definition and quantitative operationalisation of lock-in for our future research.
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Organisation Overview
March 4, 2025
Introduction to Formation – concise definition, existing work, threat models, and intervention approaches.
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