Research Blog
A practical comparison of llamafu, llama.rn, and flutter_llama_cpp for running LLMs on Flutter — what each does well, what each doesn't, and which to pick.
A practical comparison of slorg, Algolia, Meilisearch, and Typesense for search — when deliberative search (reasoning before retrieval) is the right answer, and when traditional search is still the right answer.
A practical comparison of ukkin, ChatGPT Operator, and Anthropic Computer Use for autonomous mobile and desktop AI agents — privacy, autonomy, and the on-device vs cloud trade-off.
Why traditional search retrieves first and ranks later — and how slorg inverts this by understanding intent before fetching results.
Building AI agents that browse, observe, and automate tasks entirely on-device — the autonomy-safety spectrum on mobile.
What happens when you run a full LLM on mobile hardware with zero cloud dependency — memory, latency, and model quality on consumer devices.