Neuronautix · Presentations
Hosted slide decks on Home-Cage Monitoring, FAIR metadata, virtual control groups, and preclinical data infrastructure — each a versioned, citable artifact with source provenance.
All presentations
Each presentation is a versioned package: a structured deck, source map, speaker notes, and optional interactive visualizations. Built from the Neuronautix knowledge base.
WellFAIR · COST TEATIME · FAIR + 3Rs + AI/VCG
COST TEATIME webinar deck arguing that FAIR data is the substrate that makes the 3Rs operational and the only credible road to AI-assisted research and Virtual Control Groups. Includes live demos of FAIR3R.fr and Metadatapp. Replay on the COST TEATIME YouTube channel; based on the WellFAIR paper (doi.org/10.1016/j.nsa.2026.106998).
View presentationOpen science · FAIR · Epistemic trust
Two root-level Markdown files that make any repository's FAIR posture and epistemic confidence readable in five seconds — for humans and machines alike. Covers the five claim categories, the 0–100 confidence scale, lineage from llms.txt to ClaimReview, and real corpus stats (19 notes · 440 claims · avg trust 74).
View presentationFAIR metadata · Animal welfare · 3Rs
FAIR metadata management is part of animal welfare. This deck connects PREPARE, ARRIVE 2.0, and the 3Rs to a single data infrastructure need — and traces the path from born-FAIR workflows to virtual control groups.
View presentationHCM · Future of the field · 3Rs
An 18-slide vision of federated, interoperable, FAIR-by-default Home-Cage Monitoring — unified data streams, shared ontologies, open classifier infrastructure, and the 3Rs made structural — deliberately paired with a six-point critical sense-check of the limits that persist.
View presentationSCAND-LAS 2026 · Metadata as a NAM
Invited SCAND-LAS 2026 talk arguing that FAIR metadata should be treated as a New Approach Methodology in its own right — the substrate that turns isolated preclinical data into reusable evidence and credible virtual control groups.
View presentationKnowledge graphs · Ontology · GraphRAG · Embeddings
18-slide sequel to the May 18 KG-architecture deck — distinguishing graph DB / KG / ontology / GraphRAG, separating evidence-ontology-application layers, calibrating GraphRAG against vanilla RAG, treating link prediction as ranked hypothesis, and running four experiments before any custom model.
View presentationMetadata · FAIR · NAMs · VCGs
33-slide visual argument tracing the full path from the library-on-the-floor analogy through FAIR principles, WellFAIR, the 3Rs, and virtual control groups — with DVC® and Metadatapp as implementation anchors.
View presentationAI agents · Knowledge graphs · FAIR metadata
Long context is not understanding. A 20-slide visual argument for replacing universal-LLM-reader workflows with metadata, ontologies, graphs, validation, and targeted human review.
View presentationNAMs & FAIR metadata
FAIR metadata is the enabling infrastructure that turns isolated preclinical data into reusable, AI-actionable evidence for animal reduction and scientifically credible virtual control groups.
View presentationNAMs & FAIR metadata
A practical deck translating the new white paper into a 90-day implementation path for FAIR-by-design NAM data infrastructure.
View presentationFAIR metadata to VCG
A reworked, source-backed deck on turning preclinical metadata standardization into reusable, validated, and cautiously scoped virtual control workflows.
View presentationFAIR metadata management
A practical 8-minute roadmap for implementing FAIR metadata management in preclinical neuroscience, from schema definition to milestone validation.
View presentationFAIR metadata & animal reduction
FAIR metadata enables virtual control groups that transform historical control data from a byproduct of each study into a shared, queryable asset — reducing the number of animals needed in future experiments.
View presentationHow it works
Each deck is generated from the Neuronautix knowledge base, reviewed, and deployed as a versioned artifact. Source provenance, speaker notes, and claim citations travel with every slide.
/presentations/slug/ with full source packageWork with Neuronautix
Neuronautix can prepare a tailored presentation for webinars, conferences, lab meetings, or training sessions. Topics include HCM system selection, FAIR metadata workflows, virtual control groups, and preclinical data infrastructure.