Demo Candidate
Java Developer · mid
8c9364d5-9723-4091-9385-f469e48b822e
May 25, 2026, 12:07 AM
Competency rollup
No scored competencies yet. The modalities that ran did not produce evidence.
Modalities
| # | Modality | Driver | Status | Duration |
|---|---|---|---|---|
| 0 | live_code | live_code@0.1.0 | completed | 2 s |
Transcript
Round 1 — The Liar Filter. 6 minutes, java. Solve this: Implement `static int sumEvens(int[] nums)` returning the sum of even values in the array. Null or empty: return 0.
```java public class Solution { public static int sumEvens(int[] nums) { return 0; } } ```
public class Solution { public static int sumEvens(int[] nums) { if (nums == null || nums.length == 0) { return 0; } int sum = 0; for (int num : nums) { if (num % 2 == 0) { sum += num; } } return sum; } }
Integrity monitoring
High probability of dishonest conduct; sustained window focus loss with repeated tab switches and blurs at interview start suggests active attempt to access external resources.
- 0:0011 window focus loss events detected in rapid succession at interview start, including 6 HIGH-severity signals. Pattern shows 6 tab switches and 5 window blurs, indicating systematic switching between exam interface and other applications.
The clustering of all 11 signals at timestamp 0:00 with predominance of HIGH-severity events (7 of 11) is concerning. The mix of tab switches and window blurs suggests the candidate may be attempting to reference external materials or communicate with others. The immediate onset at interview start rather than scattered events increases suspicion of deliberate preparation to cheat. Human reviewer should examine screen recordings and interview video for corroborating evidence.
11 signals · AI-generated · human review required
| Time | Signal | Severity |
|---|---|---|