IkaabAI Accuracy Update: Achieving 78% Accuracy with Only 1.7% Hallucination Rate

We're proud to share the latest performance metrics for IkaabAI, showing significant progress in our educational AI system's capabilities.

Current Performance Metrics

Our latest evaluation across thousands of curriculum-based questions shows:

• Overall accuracy rate: 78%
• Hallucination rate: only 1.7%
• Subject-specific accuracy:
  • Mathematics: 82%
  • Physics: 76%
  • Biology: 80%
  • Chemistry: 75%
  • Geography: 79%
  • History: 74%

What This Means for Students

These metrics represent a significant achievement for an AI system focused on local educational content. By maintaining high accuracy while keeping hallucinations to a minimum, IkaabAI provides students with reliable information they can trust for their studies.

The low hallucination rate of 1.7% is particularly important in an educational context, where incorrect information can hinder learning and lead to misconceptions.

How We Measure Performance

Our evaluation process involves:

1. Creating test datasets aligned with local curriculum standards
2. Independent evaluation by local teachers and education experts
3. Regular benchmarking against established knowledge bases
4. User feedback analysis from real student interactions

Continuous Improvement

While we're proud of reaching 78% accuracy, we recognize there's still room for improvement. Our AI team is working on:

• Expanding our training datasets with more local educational materials
• Refining our model's understanding of complex subject matter
• Improving explanatory capabilities for difficult concepts
• Enhancing contextual awareness for better cultural relevance

We're committed to pushing these numbers even higher in the coming months while maintaining our very low hallucination rate.