In this talk, Siwei will cover three threads:
Memory engineering: the evolution of memory systems and five real problems — what to remember, how to retrieve, the two notions of time, evolution, and forgetting.
Harness optimization: using the open-source terminal project con as an example — doing auto-research-style complex-system and problem optimization work before the term "loop engineering" existed: context is properly retained, and complex goals can be engineered and optimized by agentic systems.
Organizations are the most complex goal of all: using neo-corp.co as a blueprint, discussing the levels of context continuity in multi-human, multi-agent collaboration, and how to build a company that never loses its memory.