Humans in the Loop

Humans in the Loop and the Relationship Between Artificial and Human Intelligence: AI Best Practices

AI doesn’t succeed without humans in the loop. This blog post from ProSearch discusses the relationship between AI and humans!

Their post titled Humans in the Loop: How Artificial Intelligence and Human Intelligence Depend on Each Other to Optimize Outcomes (available here) discusses one of the standout panels at the recent Masters Conference in Los Angeles.

ProSearch Director of Applied Sciences Dr. Gina Taranto moderated the panel of industry experts including Olga Friedman (Latham & Watkins), Bowe Kurowski (Munger Tolles & Olson), Cat Casey (Reveal), and Karen Wagshul (Winston & Strawn), who shared their insights on how AI is shaping legal practice, emphasizing that AI is a powerful assistant rather than a replacement for legal professionals. That’s five excellent humans in the loop! 😉 Here’s one of the themes they discussed:

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AI Is Not an “Easy Button”

A recurring theme throughout the panel addressed the misconception that AI serves as a simple, plug-and-play solution. The reality is far more nuanced. AI requires human involvement at multiple stages, including:

  • Training models: AI systems must be trained with relevant data, requiring human oversight to refine and improve outputs.
  • Model selection: Different tasks require different AI models, and selecting the right one is critical for effective outcomes.
  • Tuning and validation: Human expertise ensures that AI systems function optimally and align with specific legal use cases.
  • Contextual integration: AI-generated outputs must be analyzed and incorporated into the broader legal strategy, requiring skilled professionals to interpret results.

The panelists stressed that, much like any other technology-assisted solution, AI must be monitored and validated by experienced professionals to ensure accuracy, compliance, and defensibility.

So, what other themes did the panel discuss? Find out here, it’s just one click! Hey, if artificial intelligence is “AI”, does that make human intelligence “HI”? 😁

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My favorite human in any loop is my beautiful and wonderful wife Paige! Today is her birthday! Happy Birthday honey! I love you! ❤️

Here’s one of my favorite pictures of Paige:

So, what do you think? How are you ensuring the success of your AI endeavors? Please share any comments you might have or if you’d like to know more about a particular topic.

Image created using GPT-4o’s Image Creator Powered by DALL-E, using the term “a loop of robots surrounding a human in the middle in a present day setting”.

Disclosure: ProSearch is an Educational Partner and sponsor of eDiscovery Today

Disclaimer: The views represented herein are exclusively the views of the author, and do not necessarily represent the views held by my employer, my partners or my clients. eDiscovery Today is made available solely for educational purposes to provide general information about general eDiscovery principles and not to provide specific legal advice applicable to any particular circumstance. eDiscovery Today should not be used as a substitute for competent legal advice from a lawyer you have retained and who has agreed to represent you.


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