DeepSeek-R1 Context Priority Over Built-In Knowledge

Research on DeepSeek-R1 shows that when context information contradicts its pre-trained parametric knowledge, R1 willingly prioritizes the provided context information—however, if the input context or reasoning chain becomes too long, it can get overwhelmed and output incoherent text. Feed concise, targeted statutory excerpts rather than massive raw dumps.

User Prompt: Based exclusively on the following 2026 regulatory amendment excerpt (which supersedes prior baseline rules): {{CONCISE_STATUTE_EXCERPT}}, determine whether the transaction below requires pre-merger notification.