Seminar ArchitectBeta

Design Courses With Assessment Clarity

Move from teaching goals to an organized course design. Seminar Architect drafts outcome-aligned modules, assessment plans, rubrics, teaching timelines, and reusable feedback banks so instructors can review workload, clarity, and student-facing expectations before launch.

Course Blueprints
Assessment Plans
Rubrics and Feedback

How It Works

Get started with Seminar Architect in three simple steps.

Step 1: Describe the Teaching Context
Seminar Architect

Describe the course or seminar you want to design...

* Demo UI may differ from the actual app, but all features shown are available.

Key Features

Everything you need to get the most out of Seminar Architect.

Outcome-Aligned Course Maps

Turn a rough seminar, workshop, or course idea into modules, learning goals, activities, inclusion notes, assessment touchpoints, and alignment metrics.

Assessment Architecture

Sequence formative and summative tasks with weights, feedback windows, academic-integrity safeguards, accessibility considerations, and readiness flags.

Rubrics and Feedback Banks

Draft analytic rubrics, calibration notes, reusable grading comments, revision prompts, and follow-up actions that instructors can adapt before use.

Frequently Asked Questions

Does Seminar Architect grade students?

No. Seminar Architect is a beta planning assistant. It can draft rubrics and reusable feedback language, but instructors remain responsible for grading decisions and local policy compliance.

What kinds of teaching can it help with?

It is useful for undergraduate and graduate seminars, workshops, research-methods courses, bootcamps, lab meetings, thesis-prep modules, and professional academic training.

Does it search for or recommend readings?

No. Seminar Architect is intentionally focused on teaching design, assessments, rubrics, timelines, feedback, and AI-use policy language. Use other ChatAcademia agents for paper discovery or literature workflows.

What should I verify before using its output?

Verify program outcomes, accessibility accommodations, grading rules, academic-integrity language, workload expectations, and LMS requirements with your department or teaching office.

Ready to design your next course?

Build a practical teaching plan before your syllabus, assessments, and LMS shell go live.

Explore Other Research Agents

ChatAcademia offers specialized AI agents for every stage of your research workflow.

Find Papers

Stop switching between databases. Find relevant papers from ArXiv, PubMed, Google Scholar, and more — all in one search. Filter, sort, and organize results effortlessly.

Claim Evidence

Paste an argument or upload a paper. Claim Evidence extracts checkable claims, finds papers that support or refute each one, and saves quotes, rationales, confidence, and evidence gaps.

Brainstorm Research Questions

Stuck on what to research? Let AI help you brainstorm, refine, and explore research questions based on your field, interests, and existing literature.

Identify Research Gaps

Automatically analyze academic literature to find under-explored areas, methodological gaps, and opportunities for new contributions in your research domain.

Find Novel Research Questions

Discover truly original research questions with AI-powered novelty scoring. Each question is checked against existing literature and scored from 0 to 10 for novelty.

Reading Assistant

Upload PDFs and let AI help you understand complex papers. Get summaries, explanations of methodology, key findings extraction, and answers to your questions — all with inline citations.

Ask Audio Notes

Record your research thoughts on the go. The AI transcribes, organizes, and helps you develop audio notes into structured research content.

Paper Graph

Build interactive citation graphs to visualize how papers cite each other. Start from any paper and expand connections to discover the research landscape.

Find Citations

Find the right citations for your claims, arguments, and literature review. The AI searches across databases to find supporting sources and helps you build a strong citation list.

Hallucination Checker

Paste a bibliography or upload a manuscript. Hallucination Checker checks each reference by DOI and scholarly search, links to real matched papers, then flags mismatches, duplicates, missing DOIs, retractions, and likely fabricated citations.

Extract Data

Automatically extract tables, figures, key findings, and structured data from research papers. Save hours of manual data extraction with AI-powered document processing.

Notepad

AI-assisted writing environment for drafting, editing, and developing academic documents with intelligent suggestions and research integration.

Zotero

Connect your Zotero library and have AI-powered conversations about your entire reference collection. Search, analyze, and discover connections across your papers.

Mendeley

Connect your Mendeley account and have intelligent conversations about your research documents. Search by title, author, or year across your entire library.

Literature Overview

Get a complete overview of available literature on any research topic. The AI defines search strategy, screens papers, extracts data, and synthesizes findings — all in one automated workflow.

Research Verdict

Ask a yes/no research question and get a clear, evidence-based verdict. The AI analyzes published studies, classifies their stances, and delivers a percentage breakdown with quality indicators.

Find Grants

Stop searching grant databases one by one. Find funding from US, EU, and UK sources — Grants.gov, NIH, Horizon Europe, UKRI — all in a single search with deadline tracking.

Google Drive

Import files from Google Drive and let AI read, search, and analyze them. Ask questions across your documents, compare papers, and extract insights — all without leaving ChatAcademia.

Mock Peer Review

Upload your research paper and get structured, multi-category feedback. The AI reviews your manuscript across 7 dimensions — from argument logic to technical accuracy — with severity ratings and actionable suggestions.

Study Steward

Beta

Move from a research idea to an organized study launch plan. Study Steward drafts workflow phases, ethics-readiness checks, data management sections, timelines, and submission packet checklists so teams can spot blockers before work begins.