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Protecting Artificial Intelligence Inventions: Takeaways from 'IBM v. Zillow' from a Patent Drafting Perspective
In Part One, we discussed the IBM v. Zillow case, where IBM sued Zillow for infringing on seven IBM's patents directed to artificial intelligence (AI) algorithms for estimating property value. The focus was on the difficulties in establishing patent infringement on specific AI algorithms, as well as the strategic advantages of including additional patent claims that target ancillary features of an AI system. In this segment, we will analyze the claims made in the IBM v. Zillow case and present some tips for drafting AI-related claims from the perspective of patent infringement.
Claim Drafting Techniques Must Consider Deep Learning Technologies and How They Are Infringed
From a claim drafting perspective, some improvements can be made
to the '183 patent. Specifically, the "comparing" step in claim 1 appears to consolidate a training step and an inference step into one, which may introduce several risks from an infringement perspective.
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Top 5 Strategies for Managing the End-of-Year Collections Frenzy
End of year collections are crucial for law firms because they allow them to maximize their revenue for the year, impacting profitability, partner distributions and bonus calculations by ensuring outstanding invoices are paid before the year closes, which is especially important for meeting financial targets and managing cash flow throughout the firm.
The Self-Service Buyer Is On the Rise
Law firms and companies in the professional services space must recognize that clients are conducting extensive online research before making contact. Prospective buyers are no longer waiting for meetings with partners or business development professionals to understand the firm's offerings. Instead, they are seeking out information on their own, and they want to do it quickly and efficiently.
Should Large Law Firms Penalize RTO Rebels or Explore Alternatives?
Through a balanced approach that combines incentives with accountability, firms can navigate the complexities of returning to the office while maintaining productivity and morale.
Sink or Swim: The Evolving State of Law Firm Administrative Support
The paradigm of legal administrative support within law firms has undergone a remarkable transformation over the last decade. But this begs the question: are the changes to administrative support successful, and do law firms feel they are sufficiently prepared to meet future business needs?
Tax Treatment of Judgments and Settlements
Counsel should include in its analysis of a case the taxability of the anticipated and sought after damages as the tax effect could be substantial.