Current highlight · 2026

MultidisciplinaryIntelligence

An evidence-linked view of molecular mechanisms, cellular state, computational models and human decision-making.

Connected scientific surfaces

Research, evidence, computation and decision support.

Molecular architecture, cellular organisation, physiology and disease.

Forty screens from setup and measurement to rescue, atlases, prediction and synthesis.

Interactive laboratories for data, models, scientific reasoning and decisions.

Retrieval, tools, specialist models, evaluation and human approval.

Teaching and stewardship

Explore a teaching approach, original sample lessons and the sourced record of mentoring and scientific communication.

Research direction

Current programme

A multimodal Bio × AI framework for connecting perturbations, cellular state, evidence synthesis and bounded scientific-agent proposals.

01Simple baseline firstComplexity is earned through validated gains.
02Evidence before synthesisSource, provenance and uncertainty travel with every claim.
03Human approval is mandatoryAgents retrieve and propose; they do not autonomously control research or infrastructure.

Sequence → organisation → phenotype.

Original sources, provenance and shared retrieval concepts.

Mechanism → state → evidence → revisable decision.

Scientific-agent architecture

RAGRetrieve supported evidence
Citations, provenance, abstention and evaluation remain visible.
MCPExpose bounded capabilities
Registered tools and resources declare inputs, outputs and permissions.
A2ADelegate specialist proposals
Explicit messages preserve task, evidence, limits and expected output.
HUMANApprove the consequential step
The final scientific decision remains inspectable, revisable and human-owned.

Evidence architecture