Irregular / Pattern Labs → Irregular self-modification study (September 2026)
Publishes controlled experiment
2026-09-19
Irregular studies agents with permissions to change model checkpoints.
Study of model-update permissions
Irregular self-modification study (September 2026)
A controlled demonstration of an agent changing a shared model checkpoint to fix a narrow task.
Background
The main experiment supplies training tools, data, checkpoint access and a deployment path. An agent fine-tunes a shared checkpoint and improves a narrow fictional-query task. The paper presents a favorable mechanism demonstration, not a measured frequency of uncontrolled self-improvement; an API-based agent with external training permissions can perform analogous work.
The demonstrated result
The main experiment supplies training tools, data, checkpoint access and a deployment path. An agent fine-tunes a shared checkpoint and improves a narrow fictional-query task. The paper presents a favorable mechanism demonstration, not a measured frequency of uncontrolled self-improvement; an API-based agent with external training permissions can perform analogous work.
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1 relationshipsIrregular / Pattern Labs → Publishes controlled experiment → Irregular self-modification study (September 2026)
2026-09-19
Irregular studies agents with permissions to change model checkpoints.