logo
episode-header-image
May 2023
47m 14s

[DataFramed AI Series #2] How Organizati...

DATACAMP
About this episode

With the advent of any new technology that promises to make humans lives easier, replacing concious actions with automation, there is always backlash. People are often aware of the displacement of jobs, and often, it is viewed in a negative light. But how do we try to change the collective understanding to one of hope and excitement? What use cases can be shared that will change the opinion of those that are weary of AI? 

Noelle Silver Russell is the Global AI Solutions & Generative AI & LLM Industry Lead at Accenture, responsible for enterprise-scale industry playbooks for generative AI and LLMs. In this episode of our AI series, Noelle discusses how to prioritize ChatGPT use cases by focusing on the different aspects of value creation that GPT models can bring to individuals and organizations. She addresses common misconceptions surrounding ChatGPT and AI in general, emphasizing the importance of understanding their potential benefits and selecting use cases that maximize positive impact, foster innovation, and contribute to job creation.

Noelle draws parallels between the fast-moving AI projects today and the launch of Amazon Alexa, which she worked on, and points out that many of the discussions being raised today were also talked about 10 years ago. She discusses how companies can now use AI to focus both on business efficiencies and customer experience, no longer having to settle for a trade-off between the two.

Noelle explains the best way for companies to approach adding GPT tools into their processes, which focusses on taking a holistic view to implementation. She also recommends use-cases for companies that are just beginning to use AI, as well as the challenges they might face when deploying models into production, and how they can mitigate them. 

On the topic of the displacement of jobs, Noelle draws parallels from when Alexa was launched, and how it faced similar criticisms, digging into the fear that people have around new technology, which could be transformed into enthusiasm. Noelle suggests that there is a burden on leadership within organizations to create a culture where people are excited to use AI tools, rather than feeling threatened by them.

Up next
Yesterday
#309 What Science Fiction Can Tell Us About the Future of AI with Ken Liu, Sci-Fi Author
Technology and human consciousness are converging in ways that challenge our fundamental understanding of creativity and connection. As AI systems become increasingly sophisticated at mimicking human thought patterns, we're entering uncharted territory where machines don't just a ... Show More
1h 17m
Jul 3
Industry Roundup #5: AI Agents Hype vs. Reality, Meta’s $15B Stake in Scale AI, and the First Fully AI-Generated NBA Ad
Welcome to DataFramed Industry Roundups! In this series of episodes, we sit down to discuss the latest and greatest in data & AI. In this episode, with special guest, DataCamp COO Martijn, we touch upon the hype and reality of AI agents in business, the McKinsey vs. Ethan Mollick ... Show More
53m 2s
Jun 30
#308 A Framework for GenAI App and Agent Development with Jerry Liu, CEO at LlamaIndex
The enterprise adoption of AI agents is accelerating, but significant challenges remain in making them truly reliable and effective. While coding assistants and customer service agents are already delivering value, more complex document-based workflows require sophisticated archi ... Show More
52m 21s
Recommended Episodes
May 2023
How Generative AI Changes Organizational Culture
Read just about any business history and you realize just how much a firm’s success depends on its culture. Without the right culture, you can't have successful innovation. You can't compete successfully. You can't thrive over the long term. So, if you want to lead your organizat ... Show More
34m 25s
Aug 2023
2474: Debunking AI Myths and Harnessing AI's Potential
A recent article by Daron Acemoglu and Simon Johnson painted a somewhat grim picture of AI and its implications, stirring significant controversy within the tech community. Today's episode dives deep into the ongoing debate about AI technology's potential risks and rewards. I wel ... Show More
49m 6s
Jan 2024
2742: Navigating the AI Ethical Maze: Insights from IBM's AI Leader
In today's Tech Talks Daily Podcast episode, we ask: "As we race to embrace the transformative powers of generative AI, are we adequately considering the ethical, societal, and environmental impacts of this technology?" Joining us is a distinguished guest, Francesca Rossi, IBM Fe ... Show More
34m 7s
May 2023
What We Do and Don’t Know About Generative AI
Sylvain Duranton helps companies build AI-enabled businesses. As the the global leader of BCG X, he has a front row seat to the generative AI revolution. He discusses the industries likely to face the most disruption, the future of work, and how generative AI can help solve chall ... Show More
22m 58s
Mar 2023
The REAL Potential of Generative AI
What is a large language model? How can it be used to enhance your business? In this conversation, Ali Rowghani, Managing Director of YC Continuity, talks with Raza Habib, CEO of Humanloop, about the cutting-edge AI powering innovations today—and what the future may hold.  They d ... Show More
20m 2s
May 2023
When companies try to "sprinkle some AI" on a product
If you've been in the data game long enough, you've probably seen this before: a stakeholder or product owner approaches you with a project that's 95% done, and they'd like you to … "sprinkle some AI on it."  They've heard that this "AI" thing can be useful so they want some of i ... Show More
58m 18s
Nov 2023
AI Projects: The Big Benefits for Organizations
Artificial intelligence is now a mainstay for organizations. But given the lack of widespread use across enterprises, there’s room for growth. And project teams are leading the way, developing AI solutions that deliver value to their companies and customers. We discuss this with: ... Show More
28m 46s
May 2023
How Generative AI Changes Productivity
How Generative AI Changes Everything is a special series from HBR IdeaCast. Each week, HBR editor in chief Adi Ignatius and HBR editor Amy Bernstein host conversations with experts and business leaders about the impact of generative AI on productivity, creativity and innovation, ... Show More
37m 12s
Jul 2023
Designing Your AI Blueprint
AI is evolving daily, challenging businesses to adjust and adapt. Vladimir Lukic, global leader of BCG’s Tech & Digital Advantage practice, demystifies what companies need to get right when implementing AI. A shift in mindset can go a long way toward unlocking AI’s potential.   T ... Show More
21m 55s
May 2023
How Generative AI Changes Strategy
Strategy is about making the future happen, not just reacting to it, according to author Gary Hamel. And with generative artificial intelligence, senior leaders suddenly wield an awesome new tool to change the fortunes of their organizations. The promise of generative AI is more ... Show More
35m 2s