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Wednesday, February 25, 2026

Data Assistant bug in Forum Posts of SLS


The Data Assistant has successfully generated the analysis text, but the theme-to-student grouping table is not being populated. This is a two-stage process:

  1. Stage 1 (✓ Working): The AI generates the analysis summary text - you can see this successfully showing interpretation of teacher responses about ACP and SAFA tools.

  2. Stage 2 (✗ Failing): The system should parse that analysis and create a table with "Theme" and "Student" columns showing which teachers mentioned which themes. This table is showing "0-0 of 0" with "No data available" instead of populated rows.

What's Happening

The "Analysis" section displays the AI-generated interpretation text correctly, but the backend is not:

  • Extracting structured theme data from the analysis

  • Mapping themes to individual students/teachers

  • Populating the results table with Theme-Student pairs

Possible Reasons

  1. No clear themes identified: The AI might be generating general analysis but not identifying discrete, mappable themes that fit the table format

  2. Parsing/Extraction failure: The theme extraction logic may be failing to convert the analysis text into structured data rows

  3. Backend API issue: The API endpoint responsible for storing/retrieving the grouped data might be returning empty results

  4. Data format mismatch: The student response format might not match what the theme extraction algorithm expects

What I Observed

  • The recipe used: "Identify the common themes in the students' responses and group the students according to these themes"

  • The system generated analytical text about teacher interests in ACP and SAFA capabilities

  • But no discrete themes like "Interactive Lessons", "Gamification", "Rubric Creation" were mapped to specific teachers in the table

Recommendation

You should check with MOE SLS support about whether:

  1. The theme extraction service is currently enabled/working

  2. There are known issues with this specific recipe

  3. The forum responses need to follow a specific format for themes to be recognized

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