From research to polished chapters — GenCurio automates the entire writing pipeline so you can focus on what matters: great content.
Free to start · 100 credits on signup
Our AI pipeline handles the heavy lifting at every stage.
AI agents scour the web for authoritative sources — academic papers, textbooks, and trusted references — then synthesize them into structured research notes.
Synthesizing sources, key concepts, and subtopics
Ian Goodfellow
Vaswani et al. · 2017
Stanford University
Generate structured chapter outlines with logical learning progression — from beginner concepts to advanced topics, with each section building on the last.
Edit the outline, then draft individual chapters or all at once
Core concepts of artificial neural networks
Training algorithms and gradient-based learning
Spatial feature extraction with CNNs
Self-attention and modern architectures
Write polished chapters with inline AI editing. Select any passage, ask for improvements, and watch suggestions appear as tracked changes you can accept or reject.
Neural networks learn by adjusting their internal parameters the weights and biases of each layer through backpropagation [1].
This process minimizes the loss function by computing gradients and propagating error signals backward [2].
“Backpropagation computes gradients...”
“The loss function measures error...”
Neural networks learn by adjusting the weights and biases [1]...
Visualize concept relationships in an interactive knowledge graph. See how ideas connect across chapters and discover gaps in your content.
AI-powered features designed for textbook authors.
Powered by GPT-4o, Claude, Gemini, and DeepSeek — pick the best model for each task.
Select any passage and ask AI to improve it. See tracked changes you can accept or reject — like having a writing partner.
Watch your textbook come to life as AI writes — word by word, with live progress updates.
Every claim backed by sources. Auto-generated references with links to original material.
Visualize how concepts connect across your entire textbook with interactive canvas views.
Join educators and authors using AI to create better learning materials, faster.
No credit card required · 100 free credits