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The line separating reality from artificiality is more blurred than ever. The development of machine learning and artificial intelligence has produced several exciting but troubling phenomena. Specifically, that machines are currently producing completely new forms of content and data that may be leveraged to produce sophisticated deepfakes that strikingly resemble actual people.
Until very recently, the e-discovery process of finding, preserving and analyzing electronic information to uncover facts was centered on two broad types of information: user-generated (email, documents, chat messages, etc.) and systems generated (operating systems data, application logs, etc.). Long-established rules and processes exist for how these groups of electronic information are filtered and handled during discovery. These ensure that discovery, review and document productions are focused only on the individuals, timeframes and activities relevant to the matter at hand. That said, the emerging data sources — such as Slack, WhatsApp, Microsoft Teams and other cloud sources — that have come into this realm have created numerous challenges across evidence preservation, collection, analysis, review and production.
In addition to rapidly evolving complexities with emerging data, what about the wholly new data that's not user or system generated, but rather AI generated, either entirely by algorithms or in tandem with human input? How will traditional tools and techniques need to adapt to handle new data challenges that have never been encountered by digital forensics specialists or lawyers?
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In a profession where confidentiality is paramount, failing to address AI security concerns could have disastrous consequences. It is vital that law firms and those in related industries ask the right questions about AI security to protect their clients and their reputation.
During the COVID-19 pandemic, some tenants were able to negotiate termination agreements with their landlords. But even though a landlord may agree to terminate a lease to regain control of a defaulting tenant's space without costly and lengthy litigation, typically a defaulting tenant that otherwise has no contractual right to terminate its lease will be in a much weaker bargaining position with respect to the conditions for termination.
The International Trade Commission is empowered to block the importation into the United States of products that infringe U.S. intellectual property rights, In the past, the ITC generally instituted investigations without questioning the importation allegations in the complaint, however in several recent cases, the ITC declined to institute an investigation as to certain proposed respondents due to inadequate pleading of importation.
Practical strategies to explore doing business with friends and social contacts in a way that respects relationships and maximizes opportunities.
As the relationship between in-house and outside counsel continues to evolve, lawyers must continue to foster a client-first mindset, offer business-focused solutions, and embrace technology that helps deliver work faster and more efficiently.