Podcast

165 | Operationalizing AI in Defense and Intelligence | Rapid Retraining with Active Learning | Featuring Rob Albritton from Octo (acquired by IBM)

Chad Kaleky
August 27, 2023
35
MIN
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Podcast
August 27, 2023
35
MIN

165 | Operationalizing AI in Defense and Intelligence | Rapid Retraining with Active Learning | Featuring Rob Albritton from Octo (acquired by IBM)

In this episode 165 of "Failing to Success", Rob Albritton, VP of AI at Octo (acquired by IBM), delves into operationalizing AI, especially in defense and intelligence. The challenge lies in ensuring that AI models make it into production, rather than being shelved. Octo addresses this with tools like their ML ops platform, simplifying model deployment. Active learning facilitates rapid retraining, a crucial aspect for maintaining AI accuracy in dynamic environments. Rob draws parallels between interacting with AI models and teaching children, underlining that ongoing interaction refines AI behavior. He shares his AI journey, initiated by the prospect of saving lives. Rob emphasizes trusting the career journey, a sentiment he would share with his younger self. Looking ahead, he envisions AI's expansion, with automation creating jobs and becoming an integral part of daily life.

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✅ Operationalizing AI in sectors like defense and intelligence remains a challenge due to models not making it into production.

✅ Active learning enables rapid model retraining, essential for maintaining accuracy in dynamic environments.

✅ AI's evolution will lead to more automation, job creation, and integration into everyday life.

➡️ Book a Call with Chad

In this episode 165 of "Failing to Success", Rob Albritton, VP of AI at Octo (acquired by IBM), delves into operationalizing AI, especially in defense and intelligence. The challenge lies in ensuring that AI models make it into production, rather than being shelved. Octo addresses this with tools like their ML ops platform, simplifying model deployment. Active learning facilitates rapid retraining, a crucial aspect for maintaining AI accuracy in dynamic environments. Rob draws parallels between interacting with AI models and teaching children, underlining that ongoing interaction refines AI behavior. He shares his AI journey, initiated by the prospect of saving lives. Rob emphasizes trusting the career journey, a sentiment he would share with his younger self. Looking ahead, he envisions AI's expansion, with automation creating jobs and becoming an integral part of daily life.

Website links:

Rob Albritton from Octo: https://www.octo.us/

Chad Kaleky from Cosmic Design: https://www.cosmicdesign.io/

Timestamps:

00:00:00 Intro

00:00:19 AI in Defense

00:04:04 Rob's Background

00:06:08 The Future of AI

00:08:05 Contact Rob

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Episode Transcript

What’s a Rich Text element?

The rich text element allows you to create and format headings, paragraphs, blockquotes, images, and video all in one place instead of having to add and format them individually. Just double-click and easily create content.

Static and dynamic content editing

A rich text element can be used with static or dynamic content. For static content, just drop it into any page and begin editing. For dynamic content, add a rich text field to any collection and then connect a rich text element to that field in the settings panel. Voila!

How to customize formatting for each rich text

Headings, paragraphs, blockquotes, figures, images, and figure captions can all be styled after a class is added to the rich text element using the "When inside of" nested selector system.

Chad Kaleky
Co-Founder @ Cosmic Design & Development

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165 | Operationalizing AI in Defense and Intelligence | Rapid Retraining with Active Learning | Featuring Rob Albritton from Octo (acquired by IBM)

Page title underline image

In this episode 165 of "Failing to Success", Rob Albritton, VP of AI at Octo (acquired by IBM), delves into operationalizing AI, especially in defense and intelligence. The challenge lies in ensuring that AI models make it into production, rather than being shelved. Octo addresses this with tools like their ML ops platform, simplifying model deployment. Active learning facilitates rapid retraining, a crucial aspect for maintaining AI accuracy in dynamic environments. Rob draws parallels between interacting with AI models and teaching children, underlining that ongoing interaction refines AI behavior. He shares his AI journey, initiated by the prospect of saving lives. Rob emphasizes trusting the career journey, a sentiment he would share with his younger self. Looking ahead, he envisions AI's expansion, with automation creating jobs and becoming an integral part of daily life.

Chad Kaleky
Chad Kaleky
Facebook logoLinkedIn logoTwitter logoEmail link

165 | Operationalizing AI in Defense and Intelligence | Rapid Retraining with Active Learning | Featuring Rob Albritton from Octo (acquired by IBM)

✅ Operationalizing AI in sectors like defense and intelligence remains a challenge due to models not making it into production.

✅ Active learning enables rapid model retraining, essential for maintaining accuracy in dynamic environments.

✅ AI's evolution will lead to more automation, job creation, and integration into everyday life.

➡️ Book a Call with Chad

In this episode 165 of "Failing to Success", Rob Albritton, VP of AI at Octo (acquired by IBM), delves into operationalizing AI, especially in defense and intelligence. The challenge lies in ensuring that AI models make it into production, rather than being shelved. Octo addresses this with tools like their ML ops platform, simplifying model deployment. Active learning facilitates rapid retraining, a crucial aspect for maintaining AI accuracy in dynamic environments. Rob draws parallels between interacting with AI models and teaching children, underlining that ongoing interaction refines AI behavior. He shares his AI journey, initiated by the prospect of saving lives. Rob emphasizes trusting the career journey, a sentiment he would share with his younger self. Looking ahead, he envisions AI's expansion, with automation creating jobs and becoming an integral part of daily life.

Website links:

Rob Albritton from Octo: https://www.octo.us/

Chad Kaleky from Cosmic Design: https://www.cosmicdesign.io/

Timestamps:

00:00:00 Intro

00:00:19 AI in Defense

00:04:04 Rob's Background

00:06:08 The Future of AI

00:08:05 Contact Rob

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