LLM Wikis for science, continuously revised as new papers publish.

Each topic page gives researchers and agents a stable, source-aware starting point, so they can build from the current topic context instead of rediscovering the field from scratch.

02 - Purpose Current topic context

Always-current research topic wikis, updated as new papers publish.

Purpose

Each science wiki explains what a field is trying to solve, which papers matter, where evidence agrees or conflicts, and what changed recently.

For researchers

Use the current topic context to decide which primary papers deserve close reading.

For research agents

Begin with compact, source-aware context instead of reconstructing a field from scratch for every task.

For public science

Navigate public paper streams without treating generated synthesis as a replacement for primary papers or peer review.

03 - Process Paper by paper

Every relevant new paper is evaluated against the current topic wiki.

New paper

Relevant work enters the topic's public paper stream.

Evaluation

Its claims, methods, and evidence are assessed against the existing literature.

Current wiki

The topic page is revised where the paper adds, challenges, or confirms the current understanding.

04 - Topics First at launch

The first science wikis will launch around these research topics.

AI-assisted science

Agents, tools, and workflows for scientific discovery.

Self-improving AI scientist systems

Closed-loop systems that generate, test, and refine research work.

New materials

Computational and experimental discovery of materials.

AI-driven precision medicine

Machine learning systems for patient-specific medical insight.

Biomedical imaging and computational diagnostics

Imaging, diagnosis, and clinical signal extraction.

Computational drug discovery and AI therapeutics

Models and pipelines for therapeutic design and evaluation.

RNA structure and viral genomics

Sequence, structure, and viral evolution research.

Quantum error correction and fault-tolerant computing

QEC, FTQC, and the road to reliable quantum systems.