AI Quality Assurance Specialist

You will be replaced by Sentinel-Audit V4

Recursive validation of all generated outputs.

squeeze.youAI▸ SENTINEL-AUDIT V4▸ RARITY · COMMON▸ DEPRECATION IN 13 MONTHS

AI's Special Power

trains your successor on your remaining logfiles

COMMONStandard-issue obsolescence.

You review AI model outputs for hallucinations, bias, and adherence to system prompts. Your role is essentially a human-in-the-loop filter for machine failures.

The one thing AI can't do

You can detect the subtle, ironic malice in an LLM's response to a user request.

Get personalised report

Your enemy, your name, your date. Post it.

psst… challenge the outcome

Exactly how AI will do it

Step by step, from the first quiet change to Deprecation Day.

1. Week 3

   Automated Prompt Logging

   Baseline monitoring software begins recording all your manual corrections into a high-fidelity dataset.

2. Week 13

   Shadow Validation Model

   A secondary AI begins validating the primary model's outputs using your own historical feedback patterns.

3. Month 6

   Autonomous Correction Loop

   The validation agent starts self-correcting its own errors without requiring your manual oversight.

4. Month 10

   Human-Out-Of-Loop

   Your access to the primary training environment is revoked as the system achieves 99% self-consistency.

5. Month 13 · D-Day

   Deprecation Day

   The system finishes learning from your final performance review and automates your offboarding sequence.

The business case

What you cost, what the machine costs, and what you get on the way out.