Analyst Talk - Before You Leap - Navigate AI Without Losing Tradecraft
Mon Feb 02 2026
Episode: 00304 Released on February 2, 2026 Description: New tools often arrive faster than the discipline needed to use them well. Randy Stickley returns for another installment of Before You Leap to examine how artificial intelligence is entering analytic workflows and what analysts must consider before relying on it. The discussion explores AI hallucinations, large language models, writing and research augmentation, and the enduring role of human judgment in law enforcement analysis. Through real-world examples, cognitive illusions, and courtroom implications, this episode outlines where AI can support analysts, where it can mislead them, and why tradecraft, validation, and critical thinking must remain firmly in the driver’s seat. 🎧 Listen, share, and keep talking! [Note: Description produced by ChatGPT.]
Get to know more about Randy by listening to his episodes on Analyst Talk With Jason Elder: https://www.leapodcasts.com/e/atwje-randy-stickley-the-self-promoter/
https://www.leapodcasts.com/?s=BeforeYouLeap
Name Drops: Ryan Kapaun (00:05:56), Dr. Andreas Olligschlaeger (00:22:00), Christopher Cruz/Debbie Osborne (00:26:51)
Public Service Announcements: Podcast Listener Feedback Survey. To complete, click here.
Related Links:
Rethinking Thought https://www.amazon.com/dp/B0DJ82G1PL/ref=tsm_1_fb_lk
https://www.amazon.com/Intelligence-Secrets-Mark-M-Lowenthal/dp/1544325061
Association(s) Mentioned:
Vendor(s) Mentioned:
Contact: randall.c.stickleyii@gmail.com; https://www.linkedin.com/in/randall-stickley-36b0a5109/
Transcript: https://mcdn.podbean.com/mf/web/9g9pyss7w7wmcypa/BYL11_transcript.pdf
Podcast Writer:
Podcast Researcher:
Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com.
Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners.
Podcast Email: leapodcasts@gmail.com
Podcast Webpage: www.leapodcasts.com
Podcast X: @leapodcasts
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Episode: 00304 Released on February 2, 2026 Description: New tools often arrive faster than the discipline needed to use them well. Randy Stickley returns for another installment of Before You Leap to examine how artificial intelligence is entering analytic workflows and what analysts must consider before relying on it. The discussion explores AI hallucinations, large language models, writing and research augmentation, and the enduring role of human judgment in law enforcement analysis. Through real-world examples, cognitive illusions, and courtroom implications, this episode outlines where AI can support analysts, where it can mislead them, and why tradecraft, validation, and critical thinking must remain firmly in the driver’s seat. 🎧 Listen, share, and keep talking! [Note: Description produced by ChatGPT.] Get to know more about Randy by listening to his episodes on Analyst Talk With Jason Elder: https://www.leapodcasts.com/e/atwje-randy-stickley-the-self-promoter/ https://www.leapodcasts.com/?s=BeforeYouLeap Name Drops: Ryan Kapaun (00:05:56), Dr. Andreas Olligschlaeger (00:22:00), Christopher Cruz/Debbie Osborne (00:26:51) Public Service Announcements: Podcast Listener Feedback Survey. To complete, click here. Related Links: Rethinking Thought https://www.amazon.com/dp/B0DJ82G1PL/ref=tsm_1_fb_lk https://www.amazon.com/Intelligence-Secrets-Mark-M-Lowenthal/dp/1544325061 Association(s) Mentioned: Vendor(s) Mentioned: Contact: randall.c.stickleyii@gmail.com; https://www.linkedin.com/in/randall-stickley-36b0a5109/ Transcript: https://mcdn.podbean.com/mf/web/9g9pyss7w7wmcypa/BYL11_transcript.pdf Podcast Writer: Podcast Researcher: Theme Song: Written and Recorded by The Rough & Tumble. Find more of their music at www.theroughandtumble.com. Logo: Designed by Kyle McMullen. Please visit www.moderntype.com for any printable business forms and planners. Podcast Email: leapodcasts@gmail.com Podcast Webpage: www.leapodcasts.com Podcast X: @leapodcasts