Features

Building AI and Machine Learning Technologies: Data Licensing Tips and Traps
Data is the fuel for software development, and developers use historical data from existing products to train algorithms and build AI models. Companies may be well aware of privacy and regulatory restrictions on data use, but often do not consider the potential impact of data use restrictions on intellectual property ownership and use rights.
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IP News
Federal Circuit: Applicant Admitted Prior Art Cannot Provide a "Basis" for a Ground of Unpatentability in an IPR, But Can be Cited for Other Purposes Federal Circuit: After SAS, IPR Estoppel Extends to Prior-Art Grounds That Reasonably Could Have Been Raised in the Petition
Features

Building AI and Machine Learning Technologies: Data Licensing Tips and Traps
Data is the fuel for software development, and developers use historical data from existing products to train algorithms and build AI and machine learning models. Companies are well aware of privacy and regulatory restrictions on data use, but often do not consider the potential impact of data use restrictions on intellectual property ownership and use rights.
Features

CA Court of Appeal Offers Insight on Business Consulting vs. Legal Services In Entertainment Case
The question has been frequently debated in the legal community: What is the difference between an attorney providing business consulting services or acting as legal counsel? The California Court of Appeal recently issued an opinion on the concern.
Features

Issues Addressed In Supreme Court 'Unicolors' Argument
Some of the major issues the court addressed in the Unicolors oral argument, and some questions that are likely to remain open no matter the outcome.
Features

Clarity on Patent Eligibility Law Could Be Coming In 2022
The murkiness around patent eligibility is one reason innovators have been turning more toward trade secret law to protect their inventions.
Features

How to Protect a Website's Legal Identity
Internet site legal identity theft is becoming increasingly more sophisticated and common. If successful, a third party can use the theft of a legal identity to secure confidential information, harm marketing brand value, diminish good will and steal customers. Internet sites may employ legal, business, and technological means to protect their legal identities.
Features

Due Diligence Can Mitigate Trademark Risk
How can one launching a new trademark mitigate the risk of rejection or infringement on the basis of likelihood of confusion with an existing mark? The primary strategy is trademark searching.
Columns & Departments
IP News
Evolusion Concepts, Inc. v. HOC Events, Inc. Novartis Pharmaceuticals Corp. v. Accord Healthcare, Inc.
Features

Reckless Disregard for the Truth of a Material Statement Made to the USPTO Is Sufficient for Proving the Intent to Deceive
The Trademark Trial and Appeal Board (TTAB) has finally filled a gap left by the U.S. Court of Appeals for the Federal Circuit in the standard for finding deceptive intent when trying to prove fraud on the USPTO.
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