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179: How I Use PRIVATE Data ETHICALLY In the New Era of AI
There is an impossible choice most organizations face. Companies building modern AI face a brutal, binary-feeling decision: either ship a privacy-first model that “kinda low key sucks,” or ship a high-performing model that likely exposes sensitive personal data. Luckily, there's a third option, and that's what I will share with you in this episode!
Check out Tonic Textual here:
👉 https://www.tonic.ai/products/textual
💌 Join 10k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter
🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training
👩💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa
👔 Ace The Interview with Confidence 👉 https://www.datacareerjumpstart.com/interviewsimulator
⌚ TIMESTAMPS
00:00 - Introduction: The Ethical Dilemma in AI Development
01:21 - The "A Very Smith Health Solutions" LEAKED Zoom debate!
02:45 - Sensitive Data Discovery and Synthesis
03:41 - Redacting and Synthesizing Data with Tonic Textual
04:30 - Applications and Benefits
🔗 CONNECT WITH AVERY
🎥 YouTube Channel: https://www.youtube.com/@averysmith
🤝 LinkedIn: https://www.linkedin.com/in/averyjsmith/
📸 Instagram: https://instagram.com/datacareerjumpstart
🎵 TikTok: https://www.tiktok.com/@verydata
💻 Website: https://www.datacareerjumpstart.com/
Mentioned in this episode:
Join the last cohort of 2025!
The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!
To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get:
✅ A discount on your enrollment
🎁 6 bonus gifts, including job listings, interview prep, AI tools + more
If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.
👉 Join the December Cohort & Claim Your Bonuses:
https://DataCareerJumpstart.com/daa
https://www.datacareerjumpstart.com/daa
View all episodes
By Avery Smith - Data Career Coach
5
161161 ratings
There is an impossible choice most organizations face. Companies building modern AI face a brutal, binary-feeling decision: either ship a privacy-first model that “kinda low key sucks,” or ship a high-performing model that likely exposes sensitive personal data. Luckily, there's a third option, and that's what I will share with you in this episode!
Check out Tonic Textual here:
👉 https://www.tonic.ai/products/textual
💌 Join 10k+ aspiring data analysts & get my tips in your inbox weekly 👉 https://www.datacareerjumpstart.com/newsletter
🆘 Feeling stuck in your data journey? Come to my next free "How to Land Your First Data Job" training 👉 https://www.datacareerjumpstart.com/training
👩💻 Want to land a data job in less than 90 days? 👉 https://www.datacareerjumpstart.com/daa
👔 Ace The Interview with Confidence 👉 https://www.datacareerjumpstart.com/interviewsimulator
⌚ TIMESTAMPS
00:00 - Introduction: The Ethical Dilemma in AI Development
01:21 - The "A Very Smith Health Solutions" LEAKED Zoom debate!
02:45 - Sensitive Data Discovery and Synthesis
03:41 - Redacting and Synthesizing Data with Tonic Textual
04:30 - Applications and Benefits
🔗 CONNECT WITH AVERY
🎥 YouTube Channel: https://www.youtube.com/@averysmith
🤝 LinkedIn: https://www.linkedin.com/in/averyjsmith/
📸 Instagram: https://instagram.com/datacareerjumpstart
🎵 TikTok: https://www.tiktok.com/@verydata
💻 Website: https://www.datacareerjumpstart.com/
Mentioned in this episode:
Join the last cohort of 2025!
The LAST cohort of The Data Analytics Accelerator for 2025 kicks off on Monday, December 8th and enrollment is officially open!
To celebrate the end of the year, we’re running a special End-of-Year Sale, where you’ll get:
✅ A discount on your enrollment
🎁 6 bonus gifts, including job listings, interview prep, AI tools + more
If your goal is to land a data job in 2026, this is your chance to get ahead of the competition and start strong.
👉 Join the December Cohort & Claim Your Bonuses:
https://DataCareerJumpstart.com/daa
https://www.datacareerjumpstart.com/daa
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