09.03.2026

60 min listen

With & Sarah McDowell

Season 4 Episode 61

How to use AI responsibly at work

A YouTube thumbnail for the podcast

Jack Chambers-Ward welcomes returning guest Sarah McDowell‬ to discuss AI and LLMs and how they’re responsibly integrating them into their work processes.

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01

Show overview

Jack & Sarah share AI usage stats, note the split between adopters and non-adopters, and cover concerns including environmental impact, big tech/data issues, hallucinations and fabricated reporting, and the need for clearer disclosure when AI is used.

They describe practical, cautious uses of tools like Descript and Riverside for transcription, clip creation, repurposing, research, and rewriting emails, stressing AI as a tool that still requires human review.

02

Follow Sarah

04

AI is a double-edged sword

The conversation delves into how AI, despite its potential to increase productivity and streamline processes, often adds complexity and inefficiencies to our daily lives.

The Efficiency Paradox is the idea that AI, marketed as a tool to make life easier, can, in fact, lead to unexpected challenges and workload complexities.

05

AI's ubiquity in modern workflows

Jack cites how professionals use AI for various tasks such as research, communication, and creative writing.

Despite this, a large segment of people remains hesitant to adopt AI due to concerns over accuracy, environmental impact, and data privacy.

05

Environmental and ethical considerations

Jack and Sarah both express their concern over the environmental impacts of AI technology and its role in giving more power to big tech companies and billionaires.

There is a strong advocacy for using AI responsibly, weighing the ecological costs against efficiency gains.

06

Data management and content creation

Sarah explains how AI assists in managing large data sets and automating transcription processes for accessibility purposes.

Jack adds that tools like Descript are crucial for podcast editing, emphasising that human oversight remains essential to ensure accuracy.

AI serves as a utility for refining their communication, assisting in making emails concise and appropriately toned to suit various professional contexts.


07

Key takeaways

  1. AI as a Collaborative Tool
    The hosts stress that AI should complement human effort rather than replace it. The technology should be seen as a means to aid and enhance human capabilities, with continuous human evaluation for quality assurance.

  2. Individual Adaptation and Curiosity
    There's no one-size-fits-all approach to adopting AI. Individual preferences and the specific requirements of tasks should dictate how AI is integrated into workflows. The key is staying curious and open to exploring new tools.

  3. Future Discussions and Audience Engagement
    This episode acts as a teaser for the upcoming live event, promising deeper dives into the efficiency paradox and offering practical discussions on sustainable AI usage.

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Mark Williams-Cook (holding Snoop the dog) and Jack Chambers-Ward standing together, smiling. Jack is wearing an Opeth t-shirt. They are a cool Scandinavian metal band, apparently.