HBDS: How AI Agents Search Typed Documents. HBDS (Hierarchical Budget-Constrained Descent Search) is a search algorithm that navigates typed knowledge hierarchies under strict token budgets.
https://t.co/izanocpwdw
The age of frontier ai training will reach its limit soon- strain on electrical grid, clean human data waning, exorbitant costs. Compute, orchestration, specialization, arm chips, server side agents, context optimization, persistent knowledge artifacts and UX incoming.
The next billion developers won’t use IDE. They’ll describe what they want on their phone and have a live app in minutes. No framework knowledge. No deploy process. No App Store. We built the pipeline. It works today. #surf#buildinpublic