AI Detection Analysis Report

Student: Alex Johnson • Assignment: The Impact of Artificial Intelligence on Modern Industries

Class: English 101 - Composition & Rhetoric • Submitted: July 28, 2025 at 03:25 AM

Generated by LoomaEdu Detection System • Report ID: LMA-2024-001347

High Risk: AI-Generated Content Detected

This submission shows strong indicators of artificial intelligence generation

87% AI Probability

Our analysis indicates this submission was likely generated using artificial intelligence tools. Multiple behavioral and content indicators suggest non-human authorship. We recommend immediate follow-up with the student and potential academic integrity review.

AI Detection Score

87%

High Confidence

Writing Time

18.2 min

Unusually Fast

Typing Behavior

23%

Natural Score

Word Count

1,024

Complete

Behavioral Analysis

Typing Speed Patterns

Analysis of writing velocity and consistency

Time (minutes)WPM03m6m9m12m18m85889296100Suspiciously Consistent Range (92-96 WPM)
Average Speed:94.2 WPM
Variance:Very Low (2.1)
Range:85-97 WPM
Naturalness:Unnatural

Pause & Edit Patterns

Cognitive pause analysis and revision behavior

Total Pauses

7
Extremely low

Avg Duration

0.8s
Too brief

Pause Distribution

Cognitive Pauses (>2s)2 (Very Low)
Planning Pauses (5-15s)0 (Missing)
Revision Events3% (Too Low)

Critical Behavioral Indicators:

Lack of natural thinking pauses suggests non-human composition pattern.

Session Behavior Analysis

Overall writing session patterns and suspicious activities

Total Time

18.2m
Very fast for length

Focus Events

8
Multiple switches

Copy/Paste

5
Large blocks

Backspace Rate

1.2%
Unnaturally low

Critical Flags

  • •Large text blocks inserted without gradual typing
  • •Minimal revision pattern for complex content
  • •Consistent high-speed typing without natural variation

Warning Signs

  • •Multiple window focus losses during composition
  • •Absence of expected planning pauses
  • •Uniform paragraph completion timing

Analysis Summary

Key Findings

  • •Extremely fast writing time (18.2 minutes for 1,024 words)
  • •Unnatural typing patterns with minimal pauses
  • •Content lacks personal voice and authentic examples
  • •Vocabulary complexity exceeds typical student level

Behavioral Indicators

  • •Large text blocks inserted without gradual typing
  • •Only 3% revision rate for complex academic content
  • •Multiple window switches during writing session

Recommended Actions

Immediate Steps

Schedule private conversation with Alex Johnson
Request explanation of research and writing process
Compare with previous authentic student work

Follow-up Investigation

1
Request draft versions and research notes
2
Consider supervised re-write of similar assignment
3
Document for academic integrity review

Detailed Content Analysis

Writing Metrics

Total Words

1,024

Sentences

48

Paragraphs

10

Avg Words/Sentence

21.3

Language Analysis

Grammar Consistency98%

Unusually perfect for student work

Personal Voice15%

Very low personal expression

Vocabulary Complexity82%

Above expected student level

Student Submission

Original Submission Content

Flagged sections are highlighted for review

Artificial intelligence has fundamentally revolutionized numerous industries and continues to shape our modern world in unprecedented ways. The integration of AI technologies across various sectors has led to significant improvements in efficiency, accuracy, and innovation, fundamentally transforming how businesses operate and deliver value to their customers.WARNING: Formal language pattern typical of AI generation

Advanced AI systems are now capable of analyzing radiological images, pathology slides, and even genetic data to provide comprehensive diagnostic insights that enhance clinical decision-making processes. These systems have demonstrated accuracy rates exceeding 95% in certain diagnostic categories, particularly in radiology and dermatology, where pattern recognition is crucial.WARNING: Overly technical language with specific statistics

High-frequency trading systems powered by artificial intelligence can execute thousands of transactions per second, capitalizing on minute market fluctuations that would be impossible for human traders to detect or act upon.WARNING: Advanced technical concepts beyond typical student knowledge

Industry 4.0 initiatives leverage artificial intelligence to create self-optimizing factories that can adapt to changing demand patterns and resource availability in real-time.WARNING: Specialized industry terminology

The future promises even more revolutionary applications as artificial intelligence continues to evolve and integrate deeper into the fabric of human civilization, ultimately defining the next chapter of technological progress and societal development.WARNING: Generic concluding language typical of AI-generated content

This report was generated by LoomaEdu's AI Detection System • Report ID: LMA-2024-001347

For questions about this report, contact your system administrator