Table 11.

Summary of integrated intelligence episodes.

Area of revisionLevel of revisionKey takeaways
Disciplinary conventionsLevels 2 and 3: educational revision and critical engagement- AI prompts critical engagement and helps students identify gaps from a reader’s perspective.
- Supports students in refining arguments by highlighting missing details.
- Effective as an intermediate step; human input remains essential for final disciplinary revisions.
Writing conventionsLevels 1, 4, and 5: immediate correction, interactive learning, and self-test- Highly effective for grammar, spelling, and linguistic corrections.
- Encourages active learning through interactive revision processes.
- Levels 4 and 5 activities support students’ self-testing and reinforcement of grammar and writing skills.
Publishing conventionsLevels 1, 4, and 5: immediate correction and interactive learning- Useful for automating checks of formatting and journal guidelines.
- Raises ethical and data privacy concerns, limiting its current full implementation.
- Students recognize strong future potential with appropriate safeguards.
Area of revisionLevel of revisionKey takeaways
Disciplinary conventionsLevels 2 and 3: educational revision and critical engagement- AI prompts critical engagement and helps students identify gaps from a reader’s perspective.
- Supports students in refining arguments by highlighting missing details.
- Effective as an intermediate step; human input remains essential for final disciplinary revisions.
Writing conventionsLevels 1, 4, and 5: immediate correction, interactive learning, and self-test- Highly effective for grammar, spelling, and linguistic corrections.
- Encourages active learning through interactive revision processes.
- Levels 4 and 5 activities support students’ self-testing and reinforcement of grammar and writing skills.
Publishing conventionsLevels 1, 4, and 5: immediate correction and interactive learning- Useful for automating checks of formatting and journal guidelines.
- Raises ethical and data privacy concerns, limiting its current full implementation.
- Students recognize strong future potential with appropriate safeguards.
Table 11.

Summary of integrated intelligence episodes.

Area of revisionLevel of revisionKey takeaways
Disciplinary conventionsLevels 2 and 3: educational revision and critical engagement- AI prompts critical engagement and helps students identify gaps from a reader’s perspective.
- Supports students in refining arguments by highlighting missing details.
- Effective as an intermediate step; human input remains essential for final disciplinary revisions.
Writing conventionsLevels 1, 4, and 5: immediate correction, interactive learning, and self-test- Highly effective for grammar, spelling, and linguistic corrections.
- Encourages active learning through interactive revision processes.
- Levels 4 and 5 activities support students’ self-testing and reinforcement of grammar and writing skills.
Publishing conventionsLevels 1, 4, and 5: immediate correction and interactive learning- Useful for automating checks of formatting and journal guidelines.
- Raises ethical and data privacy concerns, limiting its current full implementation.
- Students recognize strong future potential with appropriate safeguards.
Area of revisionLevel of revisionKey takeaways
Disciplinary conventionsLevels 2 and 3: educational revision and critical engagement- AI prompts critical engagement and helps students identify gaps from a reader’s perspective.
- Supports students in refining arguments by highlighting missing details.
- Effective as an intermediate step; human input remains essential for final disciplinary revisions.
Writing conventionsLevels 1, 4, and 5: immediate correction, interactive learning, and self-test- Highly effective for grammar, spelling, and linguistic corrections.
- Encourages active learning through interactive revision processes.
- Levels 4 and 5 activities support students’ self-testing and reinforcement of grammar and writing skills.
Publishing conventionsLevels 1, 4, and 5: immediate correction and interactive learning- Useful for automating checks of formatting and journal guidelines.
- Raises ethical and data privacy concerns, limiting its current full implementation.
- Students recognize strong future potential with appropriate safeguards.
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