Loading page…
Teachers can assign coaching tied to their materials. Google’s supporting research pairs a short university experiment with feedback from a UK school pilot.
Listen to this story
Google’s Classroom rollout adds teacher-assigned AI coaching grounded in course materials, plus a view of students’ interactions and progress. The design gives educators more control over what students work on and how tutoring relates to class lessons, while aiming to reserve answers and one-on-one help for cases where they are needed. Google’s supporting evidence is mixed in scope: its test-score comparison comes from a separate Gemini app study, while feedback on the Classroom workflow comes from a short school pilot.
In a randomized study of more than 300 University of Tokyo students, the Gemini app group improved by 8.1 percentage points, versus 5.3 points for students using standard online resources.
Google reports 1.5 times the learning gains in that half-day study, but the result does not measure Classroom use or long-term retention.
A four-week pilot with Ark covered three UK secondary schools and four subjects; teachers said the tool handled initial questions during independent work.
Google began a global rollout of teacher-led Guided Learning in Google Classroom on November 3, 2026, letting educators assign AI coaching built around their course materials. The tool is designed to guide students through problems rather than supply answers. Alongside the rollout, Google published research on test-score gains and feedback that shaped the classroom controls.
The Classroom version gives teachers two connected functions: assigning a Guided Learning experience based on course content and seeing insights into student interactions and progress. Google says the experience coaches students step by step through those materials, placing the teacher’s lesson at the center of the exchange.
Those controls reflect requests from teachers who tested the classroom experience. Some wanted a clearer view of how students engaged with course materials so they could tailor later lessons. Others wanted students to stay focused on specific assignments and avoid distractions. Google says it responded by adding educator insights and improving teachers’ ability to anchor conversations to uploaded curriculum.
Google’s numerical evidence comes from a randomized controlled trial involving more than 300 University of Tokyo students. All participants had half a day to study a statistics lesson independently using standard online resources. Half also received access to Guided Learning in the Gemini app.
Students with Guided Learning frequently requested practice quizzes, step-by-step assistance and custom visual aids, Google says. The company compared tests taken before and after the study session, reporting 1.5 times the learning gains for students given the tool.
The results measure improvement during one Gemini-app study session—not the new Classroom workflow or long-term retention. The school pilot, by contrast, supplied feedback through surveys and interviews.
For the Classroom pilot, Google partnered with Ark for four weeks across three UK secondary schools and four subjects. Teachers said Guided Learning handled students’ initial questions effectively during independent work, leaving more time for targeted, one-on-one help.
Google also says a majority of surveyed students felt comfortable asking Gemini for help when stuck. More than half said it helped them solve problems independently.
Story updates
Google is promising schools more control over AI, but one important choice remains unavailable: keeping conventional Google Search without its AI-generated summaries. In its November 3 education announcement, Google said Search and several AI tools will require administrators’ approval for K–12 student accounts. Its education chief told Forbes that switching off AI Overviews means disabling Search entirely.
The planned controls cover Gemini, Gemini Notebook, Gemini in Classroom and Google Search. Access will be off for K–12 student accounts until school administrators explicitly enable the products. Google says it will send schools more details in the coming months so they can prepare before the changes roll out.
Forbes contributor Dan Fitzpatrick puts the expected start in early 2027. Google’s public announcement does not specify that date. The distinction matters for schools planning a transition: the company has confirmed the opt-in policy, while the more specific timetable comes from Fitzpatrick’s reporting.
Fitzpatrick asked Chris Phillips, Google’s vice president and general manager of education, whether schools could remove AI Overviews while retaining conventional Search. Phillips said no. AI Overviews are the generated answers that appear above many search results; under this arrangement, administrators cannot treat those summaries as a separately optional classroom tool.
Search and AI are deeply integrated
Alongside the controls, Google is changing how some school searches respond to homework questions. A Guided Learning pilot will begin in selected U.S. schools later in November. Google says the system will recognize certain requests for homework help and walk students through a topic or problem rather than go directly to an answer.
Its examples include a student pasting a complex physics problem into Search or asking for help writing a book report. Instead of supplying the final response, the feature is designed to offer prompts that help students work through the concepts. Google plans to gather educator feedback before extending the pilot to other districts in the coming months.
The same announcement brings Guided Learning to Google Classroom globally, starting November 3. Teachers can assign activities anchored in class material, and Google says they receive real-time insights into where students need support. Forbes reports that the rollout is for schools that have already enabled Gemini access.
Google also draws a boundary around the Classroom experience. According to Forbes, students cannot switch off Guided Learning within those activities or open another conversation to bypass its restrictions. Google acknowledged that its general-purpose version operates differently and said the Classroom integration has stricter safeguards.
Google’s case for coaching includes preliminary findings from a randomized controlled trial with the University of Tokyo. At a press briefing, Google DeepMind said students with Guided Learning access improved their test scores by 8.1 percentage points, compared with 5.3 points for students using conventional online resources.
That experiment involved half a day of independent study, and its full technical report had not been published at the briefing. Google expected to release it later that week. The short study window leaves a different question open: whether students retain the knowledge over time, rather than improve immediately after a supported study session.
Asked about research following learning over several years, Google DeepMind research scientist Kevin McKee told Fitzpatrick that longer-term studies were on the roadmap. He said the work so far had largely focused on shorter periods. That makes durability of learning an unresolved part of Google’s education push, even as its tools reach more school products.
blog.googleLoading discussion...
Join the conversation
Explain where you would draw the line between focus and exploration.
Be the first to share a perspective or an experience.
Reader comments
Newest comments first. Replies stay oldest first.