Open Secure Ai Alliance
- Source
- factory.com
- Author
- Factory News
- Date
Context
Droid Shield 2.0, a secret-scanning feature in Factory's Droid coding , adds two model-based checks around a conventional rule-based secret scanner. One examines code the scanner did not flag, looking for credentials that rules may have missed. The other examines flagged candidates after their values have been masked, aiming to reduce false alarms without passing those detected values to that model. The security announcement describes these as distinct roles.
The release includes adapter weights (small add-on files that adapt a base model), plus configuration, a training prompt, and guidance, so other teams can inspect and reuse the approach. The announcement describes the design but supplies no detection-rate comparison, so it does not establish how much better the combined system performs.
- AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
- LoRA — A cheap way to fine-tune a model by training a small add-on layer instead of changing all of the model's weights.
- calibration — How well a model's confidence matches reality — a calibrated model saying "90% sure" is right about 90% of the time.
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