LProf. Lin · Lab lead09:02
Find 2021–2025 studies on AI-assisted grading in universities. What's missing in the literature?
SSam · PhD student09:03
Peer-reviewed only, and use our lab's citation style.

MediaPulse Agent is working…

MediaPulse Agent09:05
On it. Here's how I'm working through it:
SearchSearched 3 agreed databases and found 64 relevant papers
OrganizeKept 23 peer-reviewed papers and grouped them into 4 themes by method
AnalyzeThree gaps in the literature:
- Few studies outside STEM courses
- Almost no data beyond one semester
- Perception is measured, learning outcomes rarely
InsightPossible direction: a two-semester study in humanities courses.
DeliverXLSXLiterature_Review_Table.xlsx✓ Delivered · Click to view
↓ ✓ Done23 sources linkedCitations to verify
✧ Saved to your standards: Peer-reviewed only · Lab citation style
PMs. Park · Teacher09:02
Here are 32 essay drafts. Group the common problems and draft feedback with our rubric.

MediaPulse Agent is working…

MediaPulse Agent09:04
On it. Here's how I'm working through it:
SearchRead all 32 drafts and your 4-part rubric
OrganizeMarked each draft against the rubric and grouped issues into 3 types
AnalyzeThe most common issues:
- 19 essays: unclear thesis in paragraph one
- 14 essays: evidence without explanation
- 9 essays: weak transitions
InsightTeach a 15-minute lesson on thesis statements first, then use the 3 practice exercises.
DeliverDOCXUnit4_Feedback_Drafts.docx✓ Delivered · Click to view
↓ PPTXThesis_Practice.pptx✓ Delivered · Click to view
↓ ✓ DoneTeacher approves grades
✧ Saved to your standards: Your rubric · Encouraging feedback tone
JJun · Creative lead09:02
The client sent a 9-page brief and 40 reference images. What do they really want, and what's unclear?

MediaPulse Agent is working…

MediaPulse Agent09:04
On it. Here's how I'm working through it:
SearchRead the 9-page brief and reviewed all 40 reference images
OrganizePulled out goals, audience and limits; split references into 2 style groups
AnalyzeConfirm three things before design starts:
- They want “premium”, but the budget fits a mid-range print run
- References split: 60% minimal, 40% vintage
- No deadline given for signage files
InsightShow two directions in round one: minimal and modern-vintage.
DeliverPPTXBrief_Summary.pptx✓ Delivered · Click to view
↓ ✓ DoneAsset rights to check
✧ Saved to your standards: Studio proposal template · 2 directions per round
MMia · Strategy director09:02
Compare our top 5 competitors. Where is the gap we can own?
LLeo · Account manager09:03
Use our 3C framework and our proposal deck format.

MediaPulse Agent is working…

MediaPulse Agent09:05
On it. Here's how I'm working through it:
SearchCollected 5 competitors' websites, store pages and social posts from agreed sources
OrganizeBuilt a comparison of audience, price and message
AnalyzeKey findings from your 3C framework:
- 4 of 5 brands compete on “premium origin”
- No one owns “daily wellness for office workers”
- The US$8–12 online price band is underserved
InsightPositioning to test: an everyday functional tea for busy professionals.
DeliverXLSXCompetitor_Analysis.xlsx✓ Delivered · Click to view
↓ PPTXQ4_Strategy_Deck.pptx✓ Delivered · Click to view
↓ ✓ DoneHypothesis to validate
✧ Saved to your standards: 3C framework · Proposal deck format
WAttorney Wong09:02
Turn the client's 86 emails and the lease into a timeline. Flag anything missing.

MediaPulse Agent is working…

MediaPulse Agent09:04
On it. Here's how I'm working through it:
SearchRead all 86 emails and the full lease
OrganizeExtracted 41 dated events, in order, each with its source
AnalyzeChecked against the lease. For your review:
- Repair notice sent 14 days after the clause 7.2 deadline
- No receipt for the March 2026 rent
- Two emails mention a call with no written record
InsightAsk the client for March bank records and notes from the call.
DeliverXLSXMatter_Chronology.xlsx✓ Delivered · Click to view
↓ ✓ DoneFor lawyer reviewNot legal advice
✧ Saved to your standards: Firm chronology template · Cite source for every entry
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