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Professionals obsess over AI model capabilities while overlooking a critical operational problem: most still don't know how to properly instruct AI in patent workflows. This article examines why structured prompting discipline, not better models, determines the quality of AI-assisted invention harvesting and patent drafting.

Competition and consumer enforcers across Asia-Pacific are intensifying scrutiny of dark patterns—manipulative online design techniques that lead users to make unintended decisions. This enforcement trend is expanding beyond traditional privacy and consumer protection concerns into competition law territory, with regulators in Singapore, China, Japan, and Australia now treating these practices as potential antitrust violations that can distort markets and harm fair competition.

Singapore's IP holding structures offer significant advantages for regional brand management and commercialisation, but their effectiveness depends on operational substance aligning with legal form.