1puni

Selected work and sources

Evita Stenqvist / cookieslayer (Cookie). A few pieces of the work, with places to read further.

2026 · Chatbot stress testing

With Allen Frances and Martin Monperrus, I coauthored Stress Testing Chatbots to Make Them Safe — 24 February 2026 in Psychiatric Times. We discuss testing how chatbots behave across repeated interactions, including relational failures that a keyword filter misses. The LLMPsych work described there is building toward clinical validation.

2026 · Context, continuity, acceptance

My 1puni working papers ask what context costs, how personal computing survives change and interruption, and why an agent finishing a task is different from its work being accepted. Read When Does Context Earn Its Keep?, Personal Computing Across Changes and Interruptions and Finished Is Not Accepted.

On the boat · The drill got promoted

An experimental GPS-only steering system, with a drill motor doing the steering. The project story and public source describe the experiment and its contributors. Experimental steering software; the project’s operating limits travel with it.

May 2025 · Core infrastructure and Incognita

Balaji Srinivasan called me personally. A week later I was in Malaysia, working for him: refactoring core infrastructure and integrating Incognita. I was part of the Incognita team. Network School’s Incognita announcement describes the team and product joining its work on the Network State Dashboard.

April 2022 · Lead development

I began lead-development work at Movement DAO in April 2022, developing UX and other technical features. My declaration — signed 17 March 2023, filed 18 March records the role on page 1, paragraphs 2–3.

2017 · Sentiment analysis

With Jacob Lönnö, I coauthored Predicting Bitcoin price fluctuation with Twitter sentiment analysis — 14 June 2017, a thesis hosted by KTH.

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