Operating picture
🧩 One lane per big thread: what is shipping, what is still in the lab, and how the smaller tasks stack up. This page is the wide-angle view; the main research page keeps the quick snapshot. 🔭
Agentic RAG over SDLC artifacts, migrating toward Graph RAG for cross-document relationships at launch-vehicle rigor.
Human-in-the-loop retrieval baseline
Ollama-hosted models with consenting reviewers; measured precision/recall on growing artifact corpora.
Done
Ontology + graph encoding
Model artifacts and policy text as typed edges so context windows stop being the bottleneck.
In motion
Traceable compliance reports
Export paths auditors and developers can replay without black-box summaries.
Queued
Formal coursework feeding back into how we stress AI systems: risk, prediction, distributed real-time behavior.
Reliability math ↔ LLM failure modes
Mapping classical prediction tools to tail-risk in generative stacks.
In motion
SRDC + placement programs
Keeping student research culture aligned with industry-grade bar.
In motion
Owned markdown, RSS mirrors, reading UX that respects long-form attention.
Journal + corpus wiring
Single place for on-domain essays and durable publication artifacts.
Done
Feeds without iframes
Substack + Medium titles sync on an hourly cadence with canonical outbound links.
Done