Artwork

محتوای ارائه شده توسط TruStory FM. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط TruStory FM یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
Player FM - برنامه پادکست
با برنامه Player FM !

Open Source AI Unleashed: Transparency, Sovereignty, and Data Control with JJ Asghar

46:21
 
اشتراک گذاری
 

Manage episode 444332108 series 3533050
محتوای ارائه شده توسط TruStory FM. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط TruStory FM یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Open Source AI: Transparency, Sovereignty, and Who Controls the Data

In this episode of Cyber Sentries, host John Richards is joined by JJ Asghar, an Open Source Champion and Developer Advocate at IBM. They explore the importance of open source in the AI world, how transparency can allow for AI sovereignty, and why we should care about who controls the data.

JJ shares his journey into the AI space at IBM and his strong opinions formed from working on open source AI projects. The discussion delves into the differences between mainstream closed-source AI models and the emerging open-source alternatives, highlighting the privacy and trust aspects that are becoming increasingly important, especially outside the United States.

Questions we answer in this episode:

  • How does open source fit into the recent surge of AI?
  • What are the benefits of open-source AI models compared to closed-source ones?
  • Why is AI sovereignty important, and how does it relate to open source?

The conversation covers the challenges of building and running AI models, the compute resources required, and how open-source approaches can provide more transparency and control. JJ explains the concept of AI sovereignty, where countries and organizations want to run AI within their borders and under their own rules and restrictions. This brings up issues of hardware accessibility and the lifecycle of AI models.

Key Takeaways:

  • Open-source AI allows for greater transparency and trust compared to closed-source models
  • AI sovereignty is becoming increasingly important for countries with strict privacy laws
  • The lifecycle of AI involves training, fine-tuning, and inferencing, each with different compute requirements

While open source offers many benefits, the discussion also touches on the challenges, such as the potential for model poisoning and the current lack of genealogy in AI models. Despite these hurdles, open source remains a powerful force in the AI world, with the potential to provide more eyes on the code and faster problem resolution.

This episode offers valuable insights into the complex world of AI, the role of open source, and the importance of data control and transparency. Whether you're a developer, a security professional, or simply interested in the future of AI, this conversation provides a thought-provoking look at the challenges and opportunities ahead.

Links & Notes

  • (00:04) - Welcome to Cyber Sentries
  • (00:55) - Meet JJ Asghar
  • (03:17) - Working with AI
  • (04:29) - AI and Open Source
  • (10:31) - Approach
  • (14:38) - Sovereignty
  • (18:20) - Inferencing
  • (20:47) - Black Box Situation
  • (30:10) - Weighing the Differences
  • (35:09) - Timeline
  • (40:39) - Finding JJ
  • (42:06) - Communities
  • (44:49) - Wrap Up
  continue reading

13 قسمت

Artwork
iconاشتراک گذاری
 
Manage episode 444332108 series 3533050
محتوای ارائه شده توسط TruStory FM. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط TruStory FM یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

Open Source AI: Transparency, Sovereignty, and Who Controls the Data

In this episode of Cyber Sentries, host John Richards is joined by JJ Asghar, an Open Source Champion and Developer Advocate at IBM. They explore the importance of open source in the AI world, how transparency can allow for AI sovereignty, and why we should care about who controls the data.

JJ shares his journey into the AI space at IBM and his strong opinions formed from working on open source AI projects. The discussion delves into the differences between mainstream closed-source AI models and the emerging open-source alternatives, highlighting the privacy and trust aspects that are becoming increasingly important, especially outside the United States.

Questions we answer in this episode:

  • How does open source fit into the recent surge of AI?
  • What are the benefits of open-source AI models compared to closed-source ones?
  • Why is AI sovereignty important, and how does it relate to open source?

The conversation covers the challenges of building and running AI models, the compute resources required, and how open-source approaches can provide more transparency and control. JJ explains the concept of AI sovereignty, where countries and organizations want to run AI within their borders and under their own rules and restrictions. This brings up issues of hardware accessibility and the lifecycle of AI models.

Key Takeaways:

  • Open-source AI allows for greater transparency and trust compared to closed-source models
  • AI sovereignty is becoming increasingly important for countries with strict privacy laws
  • The lifecycle of AI involves training, fine-tuning, and inferencing, each with different compute requirements

While open source offers many benefits, the discussion also touches on the challenges, such as the potential for model poisoning and the current lack of genealogy in AI models. Despite these hurdles, open source remains a powerful force in the AI world, with the potential to provide more eyes on the code and faster problem resolution.

This episode offers valuable insights into the complex world of AI, the role of open source, and the importance of data control and transparency. Whether you're a developer, a security professional, or simply interested in the future of AI, this conversation provides a thought-provoking look at the challenges and opportunities ahead.

Links & Notes

  • (00:04) - Welcome to Cyber Sentries
  • (00:55) - Meet JJ Asghar
  • (03:17) - Working with AI
  • (04:29) - AI and Open Source
  • (10:31) - Approach
  • (14:38) - Sovereignty
  • (18:20) - Inferencing
  • (20:47) - Black Box Situation
  • (30:10) - Weighing the Differences
  • (35:09) - Timeline
  • (40:39) - Finding JJ
  • (42:06) - Communities
  • (44:49) - Wrap Up
  continue reading

13 قسمت

همه قسمت ها

×
 
Loading …

به Player FM خوش آمدید!

Player FM در سراسر وب را برای یافتن پادکست های با کیفیت اسکن می کند تا همین الان لذت ببرید. این بهترین برنامه ی پادکست است که در اندروید، آیفون و وب کار می کند. ثبت نام کنید تا اشتراک های شما در بین دستگاه های مختلف همگام سازی شود.

 

راهنمای مرجع سریع