mkresearchChallenges, Challenges in Protecting ML Inventions, Competitive Advantage in ML, drafting strategies, Exclusive Rights, Impact on Startup Valuation, Importance of Patents in Machine Learning, Innovations, Intellectual Property, Intellectual property protection, Legal Barriers in ML Advancements, Legal Protection, machine learning, Patent Drafting Strategies for Innovations, patent strategy, Patenting Innovations in Technology, patents, Protecting Technological Breakthroughs, Robust Patent Strategy, startup valuation Discover patenting strategies, challenges, and impacts on startup valuation in safeguarding machine learning innovations