Autonomous Decision Making
Medium
- Category
- Excessive Agency
- Content
## Common Categorisation Rules Apply these rules automatically. Do not ask the user — just categorise correctly and note it: ### Never Deductible (Disallowed) - **Client meals and entertaining** — sole traders cannot deduct business entertainment
- Confidence
- 83% confidence
- Finding
- The instruction to 'apply these rules automatically' and 'do not ask the user' encourages autonomous classification of financially and legally sensitive transactions without obtaining needed context. In a tax/bookkeeping skill, this can cause incorrect treatment of mixed-use, deductible, or disallowed items, leading to inaccurate filings, compliance errors, or user overreliance on the model's judgment.
