Rajiv Chandegra contrasts predetermined agent harnesses with changing environments involving multiple agents, people and institutions. Fixed roles, tools and handoffs can be reliable and auditable for well-defined problems. The talk does not argue that those strengths should be discarded for every engineering task.
Rajiv Chandegra uses emergence and relational systems as a design analogy for adaptive engineering. In the proposed approach, the engineer specifies constraints and observes how coordination, specialization and shared conventions develop during execution. This is a forward-looking design thesis, not evidence of a completed general-purpose production system.
Rajiv Chandegra distinguishes improving an individual agent from improving coordination across a group. Runtime adaptation lies on a continuum with fixed workflows, and differs from merely customizing a tool before a run begins. Selection pressures, boundaries and interaction rates are presented as possible engineering levers.
Rajiv Chandegra explicitly describes failure modes: a stable arrangement may not be good, weak selection can allow drift, similar agents can form a monoculture, and increased adaptation can reduce legibility and predictability. Those unresolved governance and evaluation problems qualify the proposed benefits.
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