ChatGPT, Large Language Models (LLMs), and Data Privacy: What businesses need to know now!
Debbie Reynolds
The Data Diva | Data Privacy & Emerging Technologies Advisor | Technologist | Keynote Speaker | Helping Companies Make Data Privacy and Business Advantage | Advisor | Futurist | #1 Data Privacy Podcast Host | Polymath
Welcome to "The Data Privacy Advantage Newsletter" which will be a monthly resource hub of practical information, advice, and content that will help organizations make Data Privacy a business advantage.
ChatGPT, Large Language Models (LLMs), and Data Privacy: What businesses need to know now!
ChatGPT , a general-purpose (AI) Large Language Model (LLM) created by OpenAI , is capable of?performing a wide range of digital tasks and has taken the world by storm.?The chatbot allows anyone to ask questions and receive responses using natural language.?Since the release of this chatbot to the public in November 2022, ChatGPT now has over 100 million users and has received over 1 billion visits to the site. As AI progresses, businesses are leveraging the power of LLMs such as OpenAI's ChatGPT to automate tasks, create virtual assistants, improve customer service, create documents, and generate content. While LLMs, like ChatGPT, offer significant benefits, they pose unique challenges to Data Privacy. There are three key points businesses must consider ensuring they maintain Data Privacy while utilizing LLMs:
Avoid adding sensitive and confidential information to LLMs
LLMs like ChatGPT are trained on vast amounts of publicly available text data, including websites, books, and articles. However, this means that any sensitive information inadvertently exposed to the Internet may be incorporated into the LLM's training data. Consequently, businesses must be diligent in keeping confidential information out of LLMs.
To prevent sensitive data from being absorbed by LLMs, businesses should:
Secure your Internet-exposed data to avoid ingestion into LLMs
LLMs may inadvertently ingest sensitive information that businesses unintentionally expose to the Internet based on how LLMs gather data from the Internet.?
To mitigate this risk, businesses should take the following steps to secure their Internet-exposed data:
Be aware of legal obligations that apply to third-party uses of LLMs
Businesses must also be aware of the legal implications of using LLMs, as they may be subject to various privacy regulations depending on their location and industry.?
Some key legal obligations to consider include the following:
As businesses embark upon new ways of leveraging technologies, businesses must always be vigilant in safeguarding sensitive and confidential information while utilizing the benefits of LLMs like ChatGPT. By implementing robust data access and sharing policies, securing internet-exposed data, and staying informed about legal obligations, organizations can harness the power of LLMs without compromising Data Privacy. By doing so, businesses can enjoy the benefits of leveraging new technologies like LLMs while making Data Privacy a Business Advantage.
The Pact Data Privacy Trust Framework
Debbie Reynolds, "The Data Diva," launched the PACT "Data Privacy" Trust Framework & Scorecard. This Framework can evaluate regulatory and business risk and the Trust of individuals around "Data Privacy". This is a gut check for organizations of all sizes to rate and triage their "Data Privacy" challenges. This Framework addresses Purpose, Alignment, Context, and Transparency.?Watch this video to learn the basics as Debbie Reynolds explains the PACT Data Privacy Trust Framework & Scorecard in 6 minutes.
Visit our website to learn more about the?PACT Data Privacy Trust Framework & Scorecard.
Do you need a Data +Privacy +Technology Workshop? Here are the top ten most requested Data Privacy Workshops for 2023:
Each 120-minute workshop structure includes:
Materials Provided:
Did you know that the Data Diva Talks Privacy Podcast has listeners in 79 countries and is ranked globally in the top 5% of podcasts? Here are more of our accolades:
Don't miss the new weekly episodes of?"The Data Diva" Talks Privacy Podcast, so listen and subscribe. Do you have an interesting view of Data Privacy or Technology that you want to share with the world? Become a sponsor of a Data Diva Podcast Episode. Contact us about the benefits of being a guest on our podcast and sponsoring a podcast episode.
Do you need a Data Diva Exclusive? Courtesy of Data Diva Media and "The Data Diva" in cooperation with the generous supporters of our podcast, I am happy to share some valuable exclusives with our newsletter subscribers.
Many thanks to our Podcast sponsor Safeguard Privacy for offering a "Data Diva" exclusive offer! Get 15% off the first year of?Safeguard Privacy?compliance software using the code: DATADIVA15%
Congratulations to our September Podcast Guest,?The Data Diva E97?-?Prashant Mahajan, Co-Founder & CTO,?Privado, for Privado's recently announced raising of?$17.5M?funding?led by?Insight Partners,?Sequoia India,?Emergent Ventures, and?Together Fund.?The Data Diva is a proud supporter of Privado, and I am thrilled to see its continued success. Privado bridges the gap between Privacy and Engineering by giving Privacy teams real-time visibility into engineering systems. Privado helps protect privacy by detecting privacy issues before the software changes or new products are shipped.
Courtesy of?August 2022 Data Diva Podcast Guest Gal Ringel?and Mine PrivacyOps, we are pleased to offer an exclusive discount to organizations. Thank you to our sponsor Mine Privacy Ops, The first platform dedicated to handling Data Privacy operations while placing consumers and user experience at the center. #1 highest-rated Data Privacy Management Software, the #1 highest-rated DSR/DSAR Software, as well as the #1 highest-rated Sensitive Data Discover Software in the industry on G2, the leading business software and services reviews platform. Use Mine PrivacyOps as your organization's Data Privacy management solution and receive a 20% discount on DSR, Data Mapping, and ROPA modules.
*To get the discount, contact [email protected] and add?Datadiva20 to the subject line.
Do you want complimentary access to a world-class course on Privacy Engineering?
Join our podcast?Data Diva Podcast alumni guest for episode 71,?Nishant Bhajaria, the head of privacy engineering at Uber and formerly with Google, Nike, Netflix, and Intel for the premier Privacy Engineering course. This offer is from?Data Protocol, The Developer Education Platform: EXCLUSIVE FOR DATA DIVA FANS: You know it’s true. In tough times, belts get tightened, and corners get cut. It’s easy to deprioritize privacy. But we can’t afford that.?We need to stop thinking about privacy as compliance. We need to start thinking about privacy as performance. We need to invest in leveling up our teams and empowering them with privacy engineering tools.?I recently learned that former Data Diva guest and overall privacy engineering badass, Nishant Bhajaria, has partnered with developer education platform, Data Protocol, to create the first widely available privacy engineering certification program for developers. I saw it, and trust me – Wow.?Data Diva fans have complimentary access to the courses.
领英推荐
Get data books at Technics PublicationsTechnics Publications?has graciously offered a Data Diva Promotion. Anyone who uses the coupon code?TheDataDiva?receives 20% off. The Promotional code is good for all books on the website with the exception of DMBOK books. Visit the?Technics Publications?website now to take advantage of this offer.
Need a publication discount on Data Privacy books and digital products?Purchase any products (including Data Privacy books) from the?Manning Publications?website, and you can use?The Data Diva's permanent 35% discount code (good for all our products in all formats) using the following code at checkout: poddatadiva22
Need a VPN, Internet Controls, and Virus Protection??Data Diva Podcast alumni guest for episode 60,?Brad Hawkins, and CEO of?SaferNet?has a special offer!?SaferNet provides a very easy-to-use 3-in-1 device-level Cyber Safety protection solution, including an award-winning VPN, Internet Controls, and Virus Protection. SaferNet is ideal for individuals and small to medium-sized businesses who want reliable data protection. The Data Diva herself loves the product!?Go to?https://www.safernet.com/?and buy an annual SafeNet plan for 25% off, which can be paid monthly or annually using the case-sensitive code:?datadiva
Need a Privacy-Friendly Internet Browser extension??Data Diva Podcast alumni guest for episode 28,?Kelly Finnerty, Director of Brand and Content at Startpage, has a special offer! If you are looking for more control over your Data Privacy and less behavioral tracking while surfing the Internet, look no further.?
Install?Startpage?Privacy Protection Extension for Chrome and Firefox:?Install the link here
See our recently featured five-minute videos on Data Privacy from The Data Diva
Do you want to see more original video content on emerging Data Privacy topics? Subscribe to our?YouTube channel?to get notified about each week's new video.
Many thanks to the press organizations and reporters who seek my commentary on important events around "Data Privacy". Also, here are links to some of my other media collaborations. Here is a collection of a few of my 2023 media mentions and collaborations:
For a full list of media mentions, please see our?website media mention section.
Need a Keynote Speaker on "Data Privacy", Data Protection, and Technology issues? View our?keynote speaker page?for popular talks and topics. Ready to speak to "The Data Diva" about your speaking event? Fill out our speaker request form and?Schedule a call now.
Do you need more Data Diva Events?
Want to know where "The Data Diva" is speaking next? Please see our?Events?page for upcoming speaking engagements.
Please join?Debbie Reynolds?“The Data Diva” on?Tuesday, April 18, 2023, and Wednesday, April 19, 2023, from 11:00 a.m. until 5:00 p.m., Eastern Time each day for an open-to-the-public virtual meeting of the 16-member Internet of Things Advisory Board (IoTAB) appointed by the?U.S. Department of Commerce?(USDOC) and The?National Institute of Standards and Technology (NIST).?
All meetings of the IoTAB will be open to the public. A registration page is available for the April meeting sessions (see the link below). An agenda will be provided once it has been finalized; the overall scope of the agenda will be approximately:
?? Board Introductions and Member Activities
?? Overview of the charter, scope, and expectations
??Overview of legislation creating the IoT Advisory Board
??Framework proposals for recommendations report
??Advisory Board member statements on challenges and barriers to IoT technology adoption
??Discussion of topics raised in member statements
??Outside speakers on challenges and barriers to IoT adoption
??Public Comment
??Board Discussion on Recommendations.
To register to attend the virtual event or in person on one or both days register here:?https://nist-secure.webex.com/webappng/sites/nist-secure/webinar/webinarSeries/register/20c4eb5a75e44cde82e50105a942ebab
IoTAB April 18 & 19, 2023 Meeting
April 11, 2023, 5:00 PM – deadline for requesting to speak to the IoT Advisory Board at the April Meeting
April 12, 2023 – deadline for in-person registration for the IoT Advisory Board Meeting (limit of 50 registered attendees) – email Barbara Cuthill ([email protected]) with your name, email, affiliation, and if you are a US citizen. (As a Federal facility, we have to record additional information for non-US citizens.)
To email public comments for consideration by the IoTAB, please email Barbara Cuthill, The IoT Advisory Board Secretariat prior to the meeting by April 11, 2023, at 5:00 p.m. EST. by 5:00 pm Eastern time at?[email protected]
Data Diva Media is a media production operation providing?world-class video and podcast editing services.
Our Media Services include:
Ready to start your media project with "Data Diva" Media? Visit our?Data Diva Media Website Page?for more details and to schedule a meeting with the"Data Diva" Talks Privacy Podcast
Our LinkTree
Advocate of Identity Assurance by Citizens' Volition and Memory. Founder and Chief Architect at Mnemonic Identity Solutions Limited
1 年I am pleased to see it emphasised that, to prevent sensitive data from being absorbed by LLMs, businesses should “Implement strict data access and sharing policies for employees and partners. Only authorized personnel should be allowed to access sensitive information, which should never be shared publicly or in unsecured channels.” While identity authentication alone, however solid it may be, cannot satisfy the sufficient condition for the defense of data privacy, it is definitely one of the necessary conditions for the objective. And, among the necessary conditions for the solid digital identity is that it involves citizens’ volition and memory.?More specifically, it’s‘ imperative to involve secret credential’ that citizens present with their volition to present it. The secret credential is ‘Remembered Password’ in most cases.
πολυμαθ?? ? Times of AI ? Analyste d'Affaire en IA ? éditorialiste & Veille stratégique ? AI hobbyist ethicist - ISO42001 ? Techno-optimiste ?
1 年AI Muse? Grenoble ???? ????
Managing Director at Complete Discovery Source
1 年Excellent article Debbie Reynolds.
Thank you Debbie Reynolds for the insights and the post.
Helping manufacturing companies to digitaly transform their businesses
1 年A must reading post for every business owner, not only IT department, to get an undersranding why AI (MLL etc.) matters and how it impacts each single business in terms of data privacy and security. As many belive it's only ChatGPT, I wonder Debbie, how should businesses react in terms of many other AI applications? ??https://writesonic.com/blog/chatgpt-alternatives/