Total Insights
2
Research + case studies
Research
Research and publication track with deeper technical context
Explore abstracts, contribution scope, status progression, and AI-assisted quick interpretation.
Research Notes
2
Publication-track analysis
Case Studies
0
Architecture and product decisions
PDF Documents
0
Downloadable references
Research Explorer
2 shown - 1 active filter
Filter by status, tags, and timeline to review technical direction and publication readiness.
ResearchIn Preparation
Grounding Patterns for Portfolio-Scale LLM Systems
Draft work on constrained prompting and structured grounding to reduce hallucination risk.
Contribution
Problem framing, prompt architecture, and evaluation setup for portfolio-assistant reliability.
llmgroundingreliability
Mar 10, 2026ResearchPreprint
Evaluation Framework for Practical AI Product Features
A framework for measuring utility, trust, and failure boundaries in applied AI features.
Contribution
Built initial framework dimensions and practical scoring checklist for product teams.
ai-productevaluationtrust
Feb 14, 2026Insights AI
Ask AI about my research direction
Get quick guidance on publication status, contribution patterns, and what to read first.
Use AI controls above to get a quick analysis or ask a specific question.