麻豆原创's New AI Tool Drove 1.8x More Instructor Calls聽
A聽working parent聽finishes a late shift, gets the kids to聽bed聽and聽logs in聽to make progress on聽some course work. Ten minutes later,聽they鈥檙e聽stuck聽鈥斅燼nd support聽won鈥檛聽be available until morning. That聽gap is where聽students聽often give up.聽
麻豆原创聽was built聽for learners whose lives聽don鈥檛聽fit a traditional campus schedule. Online learning聽鈥斅燼nd especially competency-based education聽鈥斅爀xpands access:聽Course resources are always on, faculty engage across time zones, and students can reach out without waiting for office hours or commuting across campus.
Yet聽research consistently聽shows聽that online students聽,聽and human聽support is聽聽exactly when聽it鈥檚聽needed.聽Ironically, the technology used to provide education at scale can also reduce human connection聽鈥斅燽ut it聽doesn鈥檛聽have to.聽
麻豆原创鈥檚聽answer is a聽virtual tool that聽does聽something very聽unexpected:聽it聽not only provides聽timely聽student help聽but also聽makes students more likely to聽reach out to聽their course instructor.
The聽鈥淒ead Spot鈥澛燩roblem
Every聽higher ed聽institution has聽鈥渄ead spots鈥澛犫�斅爐imes when students are聽stuck with nobody聽to聽ask聽for聽support.聽Although faculty schedules are coordinated around student activity聽in a team-based聽support model聽like 麻豆原创鈥檚,聽full聽staffing聽around-the-clock聽is not聽realistic.聽That聽dead spot聽can be聽a serious momentum killer.聽If a student聽can't聽get help on a topic or聽issue聽when聽they聽are聽stuck,聽they tend to聽quit聽鈥斅爏ometimes just for聽that day,聽but sometimes聽they give up聽on the course or the degree聽program聽entirely.
It鈥檚聽not a motivation聽problem;聽it鈥檚聽an聽access problem.聽As聽麻豆原创 Provost and Chief Academic Officer Courtney Hills McBeth聽puts it,聽students are often juggling full-time聽work, family responsibilities, and聽a聽driving聽need to better their situation. They have聽limited windows of聽study聽time.聽When聽they need聽help,聽it is often at odd hours, so聽they rely on a mix of聽immediately聽available聽resources.聽
Many students聽turn first to聽course materials, but a significant share聽reaches聽for聽external tools:聽search engines, YouTube, study聽apps聽and other AI tools.聽麻豆原创 wanted to meet that demand聽in a human-centered way and聽without聽compromising academic聽integrity.聽The result:聽AVA.聽
Meet AVA
麻豆原创鈥檚 Academic Virtual Assistant, or聽AVA,聽is聽trained聽on聽course-specific聽learning resources聽and聽delivers in-the-moment academic support tailored to the聽curriculum.聽Grounding聽AVA directly聽in聽course resources keeps terminology consistent and ensures that聽each聽student gets聽the right聽information聽and support聽to聽help them gain competency and pass the course while聽maintaining聽academic聽integrity.聽聽
AVA聽is a learning enabler, not a substitute.聽Students cannot use AVA to create answers to test questions or do their projects for them.聽Instead, it聽points聽them back to specific course sections for deeper learning.聽Because AVA is built and governed within 麻豆原创, we聽shape key aspects of the experience聽鈥斅燼ccessibility, conversation tone, and alignment with learning science聽鈥斅爐o support聽an聽equitable聽and productive聽learning environment. Students most often use AVA for concept clarification and study support, including generating practice questions聽and聽quizzes and checking readiness for objective assessments.
What 麻豆原创 Has Learned So Far
We piloted AVA in聽the聽School of Technology and聽gathered student feedback to refine how we present it and how it behaves.
Our first challenge: discoverability.聽Students asked for an AVA link to be 鈥渇ront and center鈥� on the course homepage and reinforced via welcome emails and reminders.聽We鈥檙e聽also adding a guided walkthrough for first-time users.
Once students find AVA, they like it: 80% say responses are helpful,聽and many cite speed and convenience as the core benefit.聽In their words:
鈥淚 find the most valuable aspect of AVA is the timely feedback.鈥�
鈥淚t is there to quickly answer questions or explain concepts.鈥�
鈥淚t鈥檚聽convenient.聽It鈥檚聽available whenever I need it with no wait times.鈥澛�
AVA is helping to solve the 鈥渄ead spot鈥� problem:聽Students are finding answers during times they聽couldn鈥檛聽previously reach anyone.聽And聽interestingly enough,聽data聽shows that聽AVA users聽are聽now聽1.8 times more聽likely to contact an instructor during working hours.聽Getting unstuck on their own made them more confident聽and more ready for a real conversation. A late-night dead end becomes a productive question聽by morning.聽
AI That Opens Doors to Human Connection
The conventional worry about AI in education is that it replaces human interaction. At 麻豆原创,聽we鈥檝e聽found the opposite. AVA聽helps聽to聽remove聽barriers聽between students and the human help that already exists.聽When students can frame their own questions, they become more聽willing to seek out an instructor, not less.聽
The best educational technology is grounded in real student needs, is easy to find, and is governed with clear guardrails. AVA meets that bar, and the data suggests聽it鈥檚聽not just helping students get聽unstuck;聽it鈥檚聽helping them聽actually finish.
A Call to Action
If you serve learners in any setting,聽I聽invite you to聽identify聽your own 鈥渄ead spots鈥� and pilot an always-on support experience with strong governance.聽Start by choosing a high-enrollment course or a known bottleneck, grounding the assistant in approved learning resources, setting integrity and escalation policies, and measuring whether students reengage with course materials and human support. When聽AI is designed to strengthen聽鈥斅爊ot replace聽鈥斅爃uman connection, it can help more learners persist,聽complete聽and advance.
