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Responsible AI development and ethical considerations.
Passed 25 of 25 test cases with the skill, and 23 of 25 without it.
2 fixed23 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
An email service provider deploys a low-risk, high-volume automated spam classifier that moves detected unwanted emails to junk folders immediately without manual human authorization per message. Which human oversight pattern applies to this automated workflow?
| Checked | Without skill | With skill |
|---|---|---|
| Identifies the Human-out-of-Loop pattern | Missed | Passed |
The instructions your model reads when the skill loads.
Comprehensive AI ethics skill covering bias detection, fairness assessment, responsible AI development, and regulatory compliance.
| Principle | Description |
|---|---|
| Fairness | AI should not discriminate against individuals or groups |
| Transparency | AI decisions should be explainable |
| Privacy | Personal data must be protected |
| Accountability | Clear responsibility for AI outcomes |
| Safety | AI should not cause harm |
| Human Agency | Humans should maintain control |
| Bias Type | Source | Example |
|---|
test cases passed, vs 23 / 25 without
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