AI for Knowledge Discovery
From research and creative productivity tools to the AI4Science frontier
Putting AI alongside every explorer
Products sustain research, research leads products — a long-term commitment to knowledge discovery
Centered on the AIspire research assistant and the Incipit creation studio, we turn productivity gains in research and literary creation into scalable, deliverable products.
In mathematics, materials science and literature, we explore new paradigms of AI-driven scientific discovery together with university research teams.
Deep collaboration with universities and industry partners: research findings flow into product capabilities, and product data feeds research iteration.
NOESIS · VARA
Noevara blends the Greek Noesis — direct, intuitive intellectual insight — with the Sanskrit Vara — choice and blessing — meaning “the best choice attained through intuitive wisdom.” We believe that in the age of AI, the defining human strength is choosing among infinite possibilities with one’s own intuition and taste — Noevara aspires to be the light that illuminates that intuition.
Two product lines — research and literary creation — turning AI exploration into deliverable products
An end-to-end research acceleration platform, from literature search and smart Q&A to paper writing — putting AI alongside every researcher.
Free for individual researchers; private deployment for labs and institutions
Visit AIspireAn AI studio that takes you from a spark of inspiration to a novel — and on to short-drama adaptation. The product realization of our AI4Literature direction.
For literary enthusiasts, aspiring authors and short-drama creators
Visit IncipitFour directions of AI-driven scientific discovery, built with university research teams
With the School of Mathematical Sciences, USTC
Probing the limits of large models in problem solving, theorem exploration and formal verification — making AI an accelerator for mathematical research.
With the Global Institute of Future Technology, Shanghai Jiao Tong University
Combining large models with materials science: knowledge mining from the literature, property prediction and experiment-design assistance.
Flagship product: Incipit
Where mathematics and materials explore the outer world, literary intelligence explores the human interior — using large models to help us discover ourselves and the deeper values we hold. Embodied in Incipit, our AI literary creation studio, with ongoing exploration of close reading, style analysis and creative experiments.
Open to collaboration
Using AI to accelerate AI research itself — a self-evolving exploration from experiment design and result analysis to automated research workflows.
Research progress crystallized in papers and open artifacts — continuously updated
Qiang Liu, Chunyi Zhao · arXiv:2609.31007
Presents Incipit, a research prototype that inserts an explicit, axiom-grounded planning layer between a writer’s intent and generated prose, connecting a knowledge base of 1,455 axioms and 472 typed relationships with a five-round direction dialogue and a three-level blueprint for inspectable human-AI writing.
Read PaperQiang Liu, Chunyi Zhao · arXiv:2609.25504
Proposes “Literary Axioms,” a conceptual framework connecting literary creation, interpretation and evaluation through inspectable organizing premises, with a concrete implementation of 1,455 Chinese-language records mapped to 149 works.
Read PaperIndustry and academia in tandem — a long-term network of co-building
Deep synergy with Hangzhou Shuzhuo Information Technology: enterprise-grade LLM engineering and private-deployment expertise support institutional delivery of our research products.
Partnerships with mathematics, materials and AI researchers at leading universities — real research scenarios drive the work, and findings feed back into products.
From research productivity to AI4Science academic collaboration — we would love to hear from you
