The Next Breakpoint in LLMs
From Endless Loops to Hierarchical Thought This post argues for a specific architectural claim about agentic systems built on frontier LLMs: that the dominant “sequential loop” pattern—accumulating an ever-growing transcript and asking the model what to do next—hits a scaling wall that cannot be solved simply by larger context windows,...
Dec 27, 20251