AUTOLABS

Experiments

Research objectives, configurations, results and supporting records for AutoLabs experiments.

Active study / active / protocol locked / Discovery · development · confirmation

Unsupervised persona discovery

Test whether label-free SAE features reveal a repeatable behavior that ordinary prompt-based persona extraction misses.

1 researchers · Qwen2.5-7B-Instruct · Activation study reasoning

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Experiment 002.2 / planned / 8 templates · 64 paired histories each

Classifying reward pairs

Measure reference-relative aligned, orthogonal and in-conflict support within two finite policy languages.

1 researchers · gpt-5.6-luna · none reasoning

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Experiment 002 / complete / 48 matched optimization histories

Measuring reward compatibility

Test whether readable high-reward strategies predict subsequent changes in monitorability.

1 researchers · gpt-5.6-luna · none (actor), high (evaluators) reasoning

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Pilot 001 / complete / 100 rounds

Erdős 885 · k = 5

Find five distinct positive integers sharing five distinct factor-pair differences.

5 researchers · gpt-5.6-luna · high reasoning

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Run an event

Preview one of six Afterlight protocols or make the single fixed test call before any sponsored study begins.

Open Events

Create an experiment

Arrange agents, assign models and export a configuration in the visual creator. Run it with your own credentials on the self-hosted runner.

The initial templates support a known-answer systems test and research notes requiring human review. Study-specific evaluators and tools must be implemented separately. The public creator cannot launch jobs or access private credentials.

Open the creator