Router confidence sweeps
Stress tests across fused specialists, hybrid-domain prompts, ACAR self-consistency variance, and evolutionary LoRA routing boundaries.
Lab Notes
Working records and research detail pages.
Research is the public paper index. Lab Notes is the archive around the papers: local detail pages, figures, slides, corrected runs, system briefs, and implementation notes.
KALAVAI belongs here as a full research note because it carries the paper, figures, slides, artifacts, and related system context. The arXiv link stays inside that page and in the research index.
When does independent specialist fusion work?
Local KALAVAI archive with abstract, core thesis, figures, findings, slides, PDF, arXiv, model artifacts, and related systems.
Open KALAVAI noteCorrected cooperative-system runs
Equal-weight per-domain scoring for cooperative model claims under corrected routing protocols.
Chitti companion OS
Household companion OS work: local voice, identity, memory, expression, HAL adapters, and agent handoff.
MEIPPATTU motion capture
Bharatanatyam motion capture, music annotation, and motion generation as cultural-AI infrastructure.