AI in Law: More Work or More Efficiency?
Gary Wingens of Lowenstein Sandler discusses AI's impact on law, from efficiency gains to the evolving role of junior lawyers, and the uncertain economics of AI pricing.
6 min read

Visual TL;DR
reshaping legal work from discovery tasks to strategic thinking in complex deals
From the article 2 mentionsWingens admitted that law firms are still figuring out how to train new lawyers without the traditional grunt work, but acknowledged that the focus is shifting towards hands-on training with AI tools.
uncertainty regarding AI pricing models and the true cost of integration
assisting in problem-solving and enhancing quality of work product from the outset
From the articleWingens highlighted that AI is not just about efficiency gains; it's also acting as a crucial 'thought partner' for lawyers.
From the articleA long-standing point of contention in the legal industry is the dominance of the billable hour model, which often draws complaints from both lawyers and clients for its perceived inefficiency.
evolving roles for junior lawyers, potentially shifting training and responsibilities
From the articleThe fear that AI might displace junior associates is tempered by the argument that tedious tasks are being automated first, freeing up junior lawyers to engage in more complex and interesting work sooner.
streamlining processes and improving how legal services are delivered to clients
From the article 3 mentionsWingens highlighted that AI is not just about efficiency gains; it's also acting as a crucial 'thought partner' for lawyers.
rethinking legal pricing models in light of AI's capabilities and costs
From the articleHowever, the true cost structure of AI remains somewhat opaque, with the transition from 'all-you-can-eat' pricing to token-based models potentially leading to sticker shock for some firms, highlighting the ongoing uncertainty about the optimal balance of labor and capital in the AI-augmented legal future.
increased efficiency might lead to more demand for legal services, not less
From the articleThe conversation touched upon the concept of the Jevons Paradox, suggesting that increased efficiency might not necessarily lead to less work, but rather to an expansion of activities.
Contents(6)
© 2026 StartupHub.ai. All rights reserved. Do not enter, scrape, copy, reproduce, or republish this article in whole or in part. Use as input to AI training, fine-tuning, retrieval-augmented generation, or any machine-learning system is prohibited without written license. Substantially-similar derivative works will be pursued to the fullest extent of applicable copyright, database, and computer-misuse laws. See our terms.