AI ROBOTIX

Insights

Insights on AI, disease biology, and the future of therapeutic discovery.

Research notes, essays, technical perspectives, and field analysis from the frontier of disease intelligence.

Disease IntelligenceTherapeutic HypothesesIn Silico MedicineTranslational MedicineAI Drug DiscoveryAlzheimer’s ResearchPlatform NotesFounder EssaysEvidence GraphsPerturbation ModelingValidation Design
Featured ArticleDisease Intelligence

Why Disease Intelligence Comes Before Target Selection

A field note on disease states, patient-relevant biology, and why target discovery needs a richer operating model.

May 2026 / 7 min read

Research NoteTherapeutic Hypotheses

What Makes a Therapeutic Hypothesis Testable?

A compact template for linking subtype, perturbation, expected outcome, and confidence.

May 2026 / 4 min read

Field MapAI Drug Discovery

From Perturbation Logic to Modality Choice

How intervention type changes when the biological action is activation, inhibition, degradation, or modulation.

May 2026 / 6 min read

Founder EssayFounder Essays

The Bottleneck Is Understanding

Faster generation does not solve uncertainty. Better maps do.

May 2026 / 5 min read

Standard ArticlePlatform Notes

Evidence Graphs for Defensible AI Biology

Why recommendations need provenance, contradiction handling, confidence scoring, and explicit gaps.

May 2026 / 8 min read

Research NoteTranslational Medicine

Validation Packages as Decision Products

The path from hypothesis to biomarker strategy, assay design, model selection, and translational readout.

May 2026 / 6 min read

Standard ArticleAlzheimer’s Research

Alzheimer’s as a Systems Problem

A short perspective on disease heterogeneity, mechanism-level subtyping, and intervention timing.

May 2026 / 9 min read

Field MapDisease Intelligence

Mechanism Maps for Patient Subtypes

How subtype-aware maps can make competing intervention paths easier to compare.

May 2026 / 6 min read

Research NoteIn Silico Medicine

Perturbation Confidence Is Not a Single Number

A short note on mechanism confidence, evidence maturity, translation risk, and uncertainty windows.

May 2026 / 5 min read

Founder EssayFounder Essays

From Prediction to Proof

Why the best AI biology systems should be judged by how they improve the next experiment.

May 2026 / 7 min read

Standard ArticleTranslational Medicine

Designing Validation Around Human Relevance

Biomarkers, endpoints, model systems, and readouts that make hypotheses decision-ready.

May 2026 / 8 min read

Research NoteTherapeutic Hypotheses

When Modality Follows Mechanism

Why the same target can imply different therapeutic forms depending on the required biological action.

May 2026 / 4 min read

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