Everyone is talking about generative AI, and as we’ve discussed before in our guide on AI terminology for lawyers, generative AI is a type of machine learning (ML). What some don’t realize is that you’re already using ML in your everyday life as a lawyer. Let’s discuss four ways you’re already using ML:

1. Legal Research

When you search databases like Westlaw or Lexis, you’re leveraging ML algorithms. These tools process and sift through vast amounts of case law and statutes to provide you with relevant results quickly. The precision and efficiency of these searches are thanks to the sophisticated ML models that power these platforms, learning from countless data points to improve the accuracy of your search results.

2. Search Engines

Beyond legal-specific tools, you likely use search engines like Google for preliminary research and background checks. The ranking and relevance of search results are determined by complex ML models that learn from user interactions and searches. These algorithms are constantly updated to ensure you get the most relevant and useful information.

3. Email Filtering and Organization

Your email service provider uses ML algorithms to filter spam and organize messages into folders. Services like Gmail even offer Smart Compose, which suggests ways to complete your sentences based on the context of your emails. This not only saves time but also helps maintain a clutter-free inbox.

4. Voice Recognition and Speech to Text

Tools that convert speech to text, such as those used for transcribing interviews, court recordings, or dictating notes, rely on ML algorithms. These tools are designed to recognize and process natural language, making them invaluable for efficiently capturing and organizing spoken information.

Beyond the Legal Field: Bonus Examples

Outside of your professional life, ML is everywhere:

• Virtual Assistants: You may use Siri or Alexa to check the weather or set reminders.
• Photography: Your smartphone uses ML algorithms to focus on the subject of your photo and blur the background.
• Navigation: Google Maps employs ML to determine the best route for your journey.
• Banking: Your bank uses ML to detect and alert you to potential fraudulent transactions.

All this to say, don’t be afraid of AI. You’re already using it in many aspects of your life, both personally and professionally. Taking a slow and steady approach to learning more about AI can help you harness its power even further, enhancing your practice and day-to-day activities. By understanding and embracing the technology you’re already using, you can stay ahead in the ever-evolving legal landscape and continue to provide top-notch service to your clients.

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