📈 The Empty Ego-Trip of "Top Patent Filer" 💀 ~Mass-Produced Generative AI Patents and the Brutal Reality of a 'Subtraction IP Strategy'~

Background:

According to WIPO's latest data, the number of Generative AI patent families published in just two years (2024–2025) exceeded 56,000, instantly surpassing the cumulative total of the past decade (2014–2023). The current mainstream technology is based on the groundbreaking next-generation machine learning model, Transformer, introduced in 2017. Since then, various models have been introduced, triggering a fierce global filing race among companies.

The Expert's Angle:

😩 We are seeing a massive surge of companies hastily throwing internal "ideathons" and filing every random idea they get, terrified of "missing the Generative AI wave." However, frontline IP professionals are facing the fatal trap of the "throw spaghetti at the wall and see what sticks" approach. Hastily filing patents on superficial workflows or slightly tweaked architectures of individual models only results in weak IP that competitors can easily "design around" with minor specification changes. Ultimately, these fail completely to serve as a robust "moat" to monopolize business profits and block rivals.

Conclusion:

💡 Let's drop the idealism: proudly reporting to your board and shareholders that "we filed X patents this year!" leaves you with nothing but a pile of "decorative patents" (liabilities that only drain maintenance fees) that offer zero defense when you actually clash with competitors in the market. Instead of wasting exorbitant costs and labor mass-producing flimsy patents, you must enforce a "Subtraction IP Strategy"—concentrating your resources solely on the core technology that pierces the heart of your business. In the madness of the AI patent boom, this is the only gritty, cost-effective reality for survival 🛡️✨.

#IPStrategy #GenerativeAI #PatentLaw #TechManagement #StartupStrategy 🚀