arXiv:2605.04926v2 Announce Type: replace Abstract: Promotional language has been increasingly used to aid the communication of innovative ideas in science. Yet, less is known about its role in the context of technological innovation. Here, we use a validated and domain-diagnosed lexicon of 135 promotional words to study the association between promotional language and patent evaluation outcomes among 2.7 million USPTO patent applications. Our large-scale study reveals three unexpected findings. First, in contrast to scientific evaluation, we find that a higher frequency of promotional words i
This research is emerging now as the increasing use of 'promotional language' in scientific and technical communication prompts a critical look into its actual impact on evaluation outcomes.
A strategic reader should care because this study challenges assumptions about effective communication in innovation, suggesting that current practices in patent applications may be counterproductive.
The understanding of how communication style influences the success of technological innovation proposals and funding is now subject to revision, especially in the context of patent evaluation.
- · Legal departments focusing on direct, precise language
- · Patent attorneys skilled in technical rather than promotional writing
- · Innovators using clear, jargon-free communication
- · Patent applicants using excessive promotional language
- · Marketing agencies overly focused on 'buzzwords' in technical fields
- · Investors swayed by hyperbolic claims
Patent offices may refine their guidelines to discourage promotional language and prioritize technical clarity.
There could be a shift in academic and industry training to emphasize objective, evidence-based communication over persuasive rhetoric in technical fields.
This might lead to a greater focus on the underlying technical merit of innovations, potentially accelerating the development of truly impactful technologies by filtering out hype.
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Read at arXiv cs.CL