gutama

gutama/machine-poi

9 good first / help-wanted issues · Python · last activity Sep 30, 2026

1 stars 0 forks 1 watchers Python

9 Open Issues Need Help Last updated: Sep 30, 2026

Open Issues Need Help

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Open problem 9: cite and position the related work in PAPER.md (no code) 24 days ago

documentation help wanted

gutama/machine-poi

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Open problem 8: feed a representation-based injection signal into Gateway.observe() 25 days ago

help wanted

gutama/machine-poi

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Python

Open problem 4: an Arabic template for the multi-resolution retrieval prompt 25 days ago

help wanted

gutama/machine-poi

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Python

Open problem 7: evaluate the guardian gateway on AgentDojo and InjecAgent 25 days ago

help wanted

gutama/machine-poi

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Python

Open problem 6: compare the centered steering recipe against prompting and SAE baselines 25 days ago

help wanted

gutama/machine-poi

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Open problem 5: sweep steering doses between 0.05 and 0.1, and add a 1–2B model 25 days ago

help wanted

gutama/machine-poi

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Python

Open problem 3: native-speaker review of the Arabic prompts and control sentences (no code) 25 days ago

help wanted good first issue

gutama/machine-poi

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Open problem 2: rate the blinded steering outputs (no code) 25 days ago

help wanted good first issue

gutama/machine-poi

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Open problem 1: add Arabic and Islamic knowledge benchmarks to the steering harness 25 days ago

help wanted

gutama/machine-poi

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Python