/build
I keep making the thing I need next. Eventually some of them turn out to be useful to other people too. — J.A.
A snapshot, refreshed on each rebuild. Code is at github.com/Coldstone07. Models and data are at huggingface.co/coldstone7. The papers live in connection-research.
The papers in flight and the benchmarks I use to evaluate the systems on this page. Each one links to where the idea is written down.
Two papers, both co-authored with Shalini Verma: “Designing for Internal Authority” (CHI 2025 — drafting, planning to submit) on AI coaching that builds capacity instead of dependency, and “Addiction as a Disorder of Connection” (Frontiers in Psychiatry, submitted).
A benchmark for evaluating multi-turn conversational AI on social, emotional, and spiritual reasoning. Composes EmoBench, KardiaBench, HumDial, and MME-Emotion into a single living protocol.
Things I built so I would have to use them. Each one points back to the paper or essay it came out of.
A self-evolving research agent: chat an idea, get a paper. Builds the literature graph, runs the experiments, drafts the writeup. The system I use to do my own work, opened up.
A fine-tuned Mistral and the conversation data behind it — both up on Hugging Face under coldstone7.
Mistral-7B-Instruct, fine-tuned with LoRA on MentalChat16K. PEFT adapters, Apache-2.0. The Kairos prototype runs on top of this; this card is the public artifact.
The conversation data behind the fine-tune. Text + tabular, MIT-licensed. Public scaffolding for downstream work.
The platform Shalini Verma and I are building. The public face lives at kairospaths.com when it lands; these are the repos behind it.
The Kairos consumer platform — voice-based persona discovery and the journaling surface that holds it. The Divine Feminine track of PRD v2, in active build with Shalini Verma.
The pipeline that produced the Mistral-7B model on Hugging Face. PEFT/LoRA scripts, dataset prep, eval hooks. The public artifact is the model card.
The Kairos main site — separate from this personal one. Will live at kairospaths.com when it lands.
Want to talk about any of these? jatinalla2000@gmail.com.