Episode 143: OSINT Keynote, Training and Mistakes!

Layer 8 Podcast45mApril 27, 2026

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AI-Generated Summary

In Episode 143 of the Layer 8 Podcast, hosts welcome Micah Hoffman and Lisette Abercrombie for a deep dive into OSINT training, methodology, and real-world mistakes. The episode highlights the upcoming Layer 8 Conference in Boston (June 5–6, 2026), where Micah will deliver the OSINT keynote and co-teach a two-day hands-on class with Lisette focused on social media platforms like Snapchat, TikTok, Instagram, and Facebook. The class emphasizes practical, methodology-driven learning over tool dependency, with a strong focus on understanding how tools work under the hood—especially through customizable bookmarklets. Both guests stress that while AI can assist in investigations, it cannot replace human judgment, especially in verifying sources, avoiding hallucinations, and interpreting context. Lisette shares a personal story of failing to find a TikTok profile due to omitting the '@' symbol in the URL—a common but critical error—underscoring the importance of attention to detail. She also discusses her upcoming talk on embracing failure as a learning tool, aiming to reduce imposter syndrome in the OSINT community. The episode closes with a strong message about accessibility and affordability in training, with both guests committed to making OSINT education inclusive and practical for all skill levels.

Key Takeaways
1

Prioritize understanding OSINT methodology over tool dependency—know how tools work to validate results and troubleshoot failures.

2

Use bookmarklets not just for efficiency, but to demystify how data is extracted and to build trust in tool transparency.

3

Always double-check URLs for critical syntax (e.g., '@' symbol in TikTok) to avoid simple but costly errors.

4

AI is a powerful companion for OSINT, but it cannot replace human verification, source tracing, or contextual judgment.

5

Documenting your investigative steps—especially in law enforcement—is crucial for accountability and reproducibility.

…and 3 more takeaways available in PodZeus

Chapters
0:00
2 min

Welcome & Conference Announcements

The episode opens with a welcome to Season 6 of the Layer 8 Podcast, sponsored by Compass CyberGuard. The hosts announce key upcoming events: the Layer 8 Conference in Boston (June 5–6, 2026), and the announcement of Micah Hoffman as the OSINT keynote speaker.

2:00
3 min

Guest Introductions & Backgrounds

Micah Hoffman and Lisette Abercrombie introduce themselves, sharing their extensive backgrounds in OSINT—Micah as a trainer and tool developer, and Lisette as a Dutch police OSINT specialist with nearly 15 years of experience.

5:00
5 min

OSINT Keynote & Two-Day Training Class

We're going to actually be doing the data collection and a lot of analysis too.

Highlight
10:00
5 min

Methodology Over Tools: The Core Philosophy

If you don't understand what it did, how it worked, maybe some of the risk to your environment or to your investigation by using this tool...

Highlight
15:00
5 min

Bookmarklets: Transparency & Accessibility

You don't need to have programming skills to do such a simple task and I hope at least and I think micah can agree with me on this is that if students know how easy this is they will maybe be more eager to pursue it on themselves.

Highlight
High-Impact Quotes
If you don't understand what it did, how it worked, maybe some of the risk to your environment or to your investigation by using this tool...
Micah Hoffman13:17
Viral: 90.0
I think turning your fails into learning moments and especially sharing those, I hope that by sharing the fails that I've had that people will not make the same mistake twice.
Lisette Abercrombie36:18
Viral: 88.0
We're going to actually be doing the data collection and a lot of analysis too.
Lisette Abercrombie6:44
Viral: 85.0
Speakers

Host

Patrick

Guests

Micah HoffmanLisette Abercrombie
Topics Discussed
OSINT Training Methodology95%Learning from Failure90%Tool Transparency and Bookmarklets90%Social Media OSINT88%AI in OSINT Investigations85%Human Judgment in Automation82%Affordable OSINT Education80%Investigative Documentation75%
People & Brands

Micah Hoffman

person

18xPositive

Lisette Abercrombie

person

16xPositive

AI

other

15xMixed

Patrick

person

15xNeutral

TikTok

other

14xNeutral

Bookmarklets

product

12xPositive

Layer 8 Podcast

media

12xNeutral

Layer 8 Conference

other

10xPositive

Snapchat

other

10xNeutral

Instagram

other

8xNeutral

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