Waters Wavelength Podcast: David Hardoon dissects language models
David Hardoon returns to talk about the field of language and how it’s the ‘heart and soul’ of artificial intelligence.
Wei-Shen Wong, Asia Editor, and Anthony Malakian, Editor-in-Chief of WatersTechnology, record a weekly podcast touching on the biggest stories in financial technology.
To hear the full interview, listen in the player above, or you can click on the download button in the player above.
You can also listen to us on Spotify and Apple Podcasts.
This week, David Hardoon, group chief data and AI officer at Union Bank of the Philippines, joins Wei-Shen on the podcast to discuss language models and how they add that conversation layer to knowledge. They then unravel some of the terminologies around LLMs and the fundamentals of what firms are trying to achieve.
This episode is David’s second time on the podcast. He first came on to talk about challenges with AI and what operationalizing data and AI means.
2:30 – David joins the podcast and discusses how his role revolves around data.
5:30 – He gives his view of how we view language and communicate about language.
10:30 – The necessity of specialization in the LLM space.
14:30 – What are the challenges in creating that ring-fence?
18:00 – Let’s talk about the most important question: What are we trying to achieve?
21:00 – Finding the balance between innovation and running the business.
24:30 – David walks through some use cases that will be more prevalent in the capital markets.
27:30 – How are these specialized LLMs trying to provide more context?
31:00 – A practical example of AI hallucination and the critical role that humans play in validation.
35:30 – David’s thoughts on the operationalization of AI and quantum computing.
Contact Info:
As is the case with everything we do, we'd love to get some feedback from our listeners.
Wei-Shen Wong: + 852 3411 4758; wei-shen.wong@infopro-digital.com
Anthony Malakian: + 1 646 490 3973; anthony.malakian@infopro-digital.com
Past 10 episodes:
Episode 261: The case for DLT in post-trade
Episode 263: Broadridge’s Tyler Derr
Episode 264: The London invasion
Episode 265: Conferences in a post-Covid world
Episode 266: Virtual reality and the Metaverse
Episode 267: Numerix’s new CEO
Episode 268: Symphony’s Brad Levy
Episode 269: Generative AI: The philosophical considerations
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@waterstechnology.com or view our subscription options here: http://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@waterstechnology.com
More on Emerging Technologies
Waters Wavelength Ep. 302: Connectifi’s Nick Kolba
Nick joins the show to give his views on trends in the interoperability space and the FDC3 standard.
AI co-pilot offers real-time portfolio rebalancing
WealthRyse’s platform melds graph theory, neural networks and quantum tech to help asset managers construct and rebalance portfolios more efficiently and at scale.
Waters Wavelength Ep. 301: SIX’s Javier Hernani
Javier Hernani, head of securities services at SIX, joins to discuss everything T+1.
Bloomberg debuts GenAI news summaries
The AI-generated summaries will allow financial professionals to consume more data, faster, officials say.
8 bank CTOs and CDOs sound off on artificial intelligence
Waters Wrap: Last year, WatersTechnology spoke with heads of technology and data from a range of tier-1 banks. Anthony pulls at one common thread from those interviews: AI.
Waters Wavelength Ep. 300: Reflecting on humble beginnings
It is our 300th episode! Tony and Shen reflect on how it all started.
An inside look: How AI powered innovation in the capital markets in 2024
From generative AI and machine learning to more classical forms of AI, banks, asset managers, exchanges, and vendors looked to large language models, co-pilots, and other tools to drive analytics.
Asset manager Saratoga uses AI to accelerate Ridgeline rollout
The tech provider’s AI assistant helps clients summarize research, client interactions, report generation, as well as interact with the Ridgeline platform.
