Improving profits and patient outcomes by partnering effectively [feat. Christopher Hutchins @ Northwell Health]

Discussion Points with Bjorn Austraat, Top AI Voice on LinkedIn

*Background as an “AI Veteran” -  Bjorn’s background in AI, from early work in machine translation to contributions to IBM's Watson and roles at Wells Fargo and Truist.

*Elegant Simplicity - The importance of effectively translating between business executives and data scientists to improve project success rates and the idea of “Elegant Simplicity” to reduce unnecessary complexity and to enhance understanding and decision making.

*Communication in AI - Challenges of defining AI and the importance of creating a common language between technical and business teams for effective collaboration.

*The 4D Framework -  Dollars, Data, Differentiation, and Deployability to evaluate AI ideas, prioritize, and scale across large organizations.

*Measuring the 4Ds -  Standardizing measures for the 4Ds to make objective decisions about AI projects while reducing emotional bias.

*Model Governance and Communication - Using the 4D framework for governance and how effective communication is key to successful project management and regulatory compliance.

*Adapting to Generative AI Innovations - Reflections on the rapid advancements in Generative AI and the necessity for leaders to confidently navigate changes and innovations.

*AI Observability – MLOps, the importance of responsible AI, and how a monitoring and explainability layer through Fiddler.AI can be used

*Communication Strategies for Long-term Projects - Insights into maintaining engagement and relevance through strategic communication throughout the lifecycle of AI projects.

*Enterprise AI Strategy - Outlining the 5 main components of a comprehensive enterprise AI strategy, emphasizing the importance of considering the end-to-end model lifecycle.

*Build vs. Buy Decision Making - Thoughts on deciding when to build in-house solutions versus partnering or buying, based on the core relevance to the business.

 
Relevant links, posts, and articles referenced in the podcast:

Bjorn’s LinkedIn profile

The AI Nexus

AI Strategy in a box

Project sourcing, sifting, sequencing: 4Ds, Disruptive vs. Incremental Innovation, Horizon 1/2/3 thinking

Evident AI Index

Recommended Conference: Evident AI Symposium

Recommended Books:

Four Thousand Weeks - Time Management for Mortals

Save the Cat!

***********

I’m speaking at the Privacy Enhancing Technology Summit in NYC in May

Want a free ticket? Send me a message on LinkedIn and I’ll hook you up! 

Thank you for reading our show notes.

Sending hugs and high fives!

Top Takeaways from Adhiraj Saxena, Privacy Enhancing Technologies at IMDA and Personal Data Protection Commission Singapore

• Help regulators understand how, why, and where sensitive data flows
• Use cases must be the driver of any PET-related discussions
• PET-based systems should have governance controls
• The community will work towards standards and best practices 
• How fully homomorphic encryption, synthetic data, secure multiparty compute, and trusted execution enclaves are being used

Mastercard Case Study - IMDA PET Sandbox:
Preventing Financial Fraud Across Different Jurisdictions with Secure Data Collaborations


Meta Case Study - IMDA PET Sandbox:
Digital Advertising in a Paradigm without 3rd Party Cookies


Report on Key Insights:
Asia Tech x Singapore 2023 Roundtable on Privacy Enhancing Technologies


Conferences to attend:
Asia Tech x Singapore (ATxSG) in Singapore | May 2024



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Top Takeaways from Catherine Miller, CTO, at Flatiron Health

• Process, guardrails, and checkpoints can actually speed things up
• We think of things like security reviews and business sign-off as adding drag, but they can also act as enablers if done right
• Don’t take on all the risk alone
• Get others involved and engaged early on
• Think yes before no -  one of Flatiron’s 10 core values
• Use it to challenge the status quo
• Embrace this mentality to climb the corporate ladder
• Importance of de-identification, safe harbor, and expert determination
• Ways to leverage synthetic data

Conferences to attend:
AI Governance Global, an IAPP event in Boston | November 2023
Plato Elevate in San Francisco | November 2023
Privacy + Security Forum in Washington DC | November 2023
Privacy Enhancing Technology Summit Asia-Pacific in Singapore | November 2023


Don't miss out on seeing Cat speak live at Plato Elevate. Details above!


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Top Takeaways from Jonathan Anastasia, Executive VP, Crypto & Security Innovation at Mastercard

·       How to secure an entire ecosystem by overlaying technologies

·       Ways to build and maintain trust

·       Examples of using federated machine learning and homomorphically encrypted queries to share insights across international borders

·       Monetizing data with privacy-enhancing technologies

Recommended Reading:
The Black Swan: The Impact of the Highly Improbable by Nassim Nicholas Taleb

 Conferences to attend:
AI Governance Global, an IAPP event in Boston | November 2023
Privacy + Security Forum in Washington DC | November 2023
Privacy Enhancing Technology Summit Asia-Pacific in Singapore| November 2023

If you like what you heard today, please do us a solid and leave us a 5-star review.
 
 To nominate guests and topics to discuss, message on LinkedIn.  
Your feedback is welcome and encouraged :)

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Top Takeaways from Beju Shah, Head of Nordic Centre, BIS Innovation Hub at Bank for International Settlements – BIS  

·       Catalyze change by planting seeds and demonstrating value

·       Financial Action Task Force (FATF) identified several approaches and technologies that will transform AML efforts

·       Standardized, quality, and comparable data is key

·       Full network visibility is required to detect, flag, and stop suspicious activities

·       Privacy-Enhancing Technologies drive better AML efforts by creating improved visibility

Check out the Project Aurora report Beju mentioned during the podcast:
Project Aurora - The power of data, technology and collaboration to combat money laundering across institutions and borders – from the BIS Innovation Hub

Other Recommended Reading:
The Icarus Deception: How High Will You Fly? by Seth Godin
The Song of Significance: A New Manifesto for Teams by Seth Godin

Conferences to attend:
SWIFT’s Sibos in Toronto | September 2023
IAPP Privacy. Security. Risk. in San Diego | October 2023

 

 Want to meet in person or record an episode together?
Send me a message and include your top two actionable takeaways.

Thank you for reading our show notes.

Sending hugs and high fives!

Top Takeaways from Nishant Bhajaria, ex-Uber, Netflix, Head of Engineering

• Privacy is your competitive differentiator
• Privacy adoption and use within products will grow exponentially
• Trust cannot be quantified
• We must think about data both holistically and individually

Recommended Reading:
"Data Privacy: A Runbook for Engineers" by our esteemed guest himself, Nishant Bhajaria

Want to learn more about privacy, security, and governance?
Take one of Nishant’s 11 LinkedIn courses, here


Conferences to attend:
Privacy Engineering Conference in Santa Clara | September 2023
Sibos in Toronto | September 2023
IAPP Privacy. Security. Risk. in San Diego | October 2023

Want to meet in person or record an episode together?
Send me a message and include your top two actionable takeaways.

Thank you for reading our show notes.

Sending hugs and high fives!

Top Takeaways from Dora Boussias, Senior Director of Data Strategy & Architecture 

• Drive relentlessly and consistently with business value in mind
• Bring people along
• Data strategy is not about the data; it's about the business
• How to be an effective leader
• Why active listening is so important
• People must be seen, valued, and understood

Recommended Reading:
Give and Take by my favorite author, Adam Grant
You can sign up for his newsletter here: https://adamgrant.net/

Want to be on the show?
Send me a message on LinkedIn and share your top two actionable takeaways.

Thank you for reading our show notes.

Sending hugs and high fives!

Top Takeaways from Callisto CEO, Tracy DeTomasi

• Over 90% of sexual assaults on campus are committed by repeat offenders
• Encryption-based privacy-preserved matching is a safe and secure option for stopping serial perpetrators 
• The Callisto Vault and Matching System empowers survivors and is free to use

Recommended Reading:
Missoula: Rape and the Justice System in a College Town

Netflix Recommendation:
Victim Suspect

Support the Cause:
Donate Here: https://give.projectcallisto.org/
Instagram: https://www.instagram.com/callisto/
LinkedIn: https://www.linkedin.com/company/callisto-tech-to-combat-sexual-assault/

Want to be on The Show?
Send me a message on LinkedIn and share your top two actionable takeaways.

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Top Takeaways from Aaron Weller, Leader of HP's Global Privacy Engineering Center of Excellence

• Your privacy program needs a “Digital to Analog converter” to align privacy lawyers with engineers 
• To start a privacy engineering CoE, be sure to include core engineering, enablement, and privacy experience
• Make calculated decisions regarding the tradeoff of data utility and privacy
• Leverage the MUPPET decision framework
• Structure your approach to abstract detail that is not relevant to achieve a particular outcome

Aaron is hiring!
Check out this Privacy Enhancing Tech Engineer role


Conferences to attend:
IAPP Privacy. Security. Risk. in San Diego | October 2023
I'll be there too so send me a message if you'd like to meet in-person!

Recommended Reading:
Managing Talented People 

Want to be on the show?
Send me a message and share your top two actionable takeaways.

Thank you for reading our show notes.

Sending hugs and high fives!

Top Takeaways from Lucia Canga Roza, Senior Counsel, Privacy and Data Protection:

• Take a step back and look around– data protection and privacy is evolving
• Data protection and privacy laws are growing globally
• The law is trying to catch up with technology
• Teams must deliver more with less
• Synthetic data is used to train algorithms
• Homomorphic encryption is used for datasets to “communicate with each other” to find insights without ever decrypting the underlying data
• PETs reduce overall risk
• Routines create higher productivity

Recommended Reading:
How to Win Friends and Influence People by Dale Carnegie

Conferences to attend:
IAPP Europe Data Protection Congress in Brussels | November 2023

Like what you heard today? Please leave us a 5-star review.

Thank you for reading our show notes.

Sending hugs and high fives!