Episode 62: Human-AI teaming and trust

In this episode, Josh and James explore the nuances of authenticity in online and workplace environments, discussing how to show up genuinely amidst social media pressures, AI influences, and leadership challenges. Featuring Elysha Paige, a recruiter sharing her journey and insights on personal branding, trust, and the evolving digital landscape. 00:00 Introduction to the episode and guest Elysha Paige 02:51 Elysha shares her career journey and motivations 04:15 Challenges of showing up authentically on LinkedIn 06:42 The trap of AI-generated content and comments 08:14 Tips for engaging authentically on social media 12:13 The algorithm's preferences and authenticity 13:29 The importance of authenticity in workplace culture 19:01 The impact of societal factors on authenticity 23:03 Leadership, trust, and living your values 27:40 The role of community and belonging in authenticity 31:45 Transitions between different career roles and learning 35:24 Self-awareness and personal growth in leadership 39:01 Advice for early career professionals and leaders 43:07 The importance of being genuine and consistent

In this episode, Keely Crockett discusses the responsible use of AI, its challenges, and how organizations can implement ethical AI practices. We explore AI governance, human-AI teaming, and the importance of inclusive design in AI deployment. Responsible AI and regulation AI governance and accountability Human-AI teaming and trust Inclusive AI design and public engagement AI in healthcare and social impact

In this episode, Josh and James explore the rising costs of AI, strategies for managing AI spend, model selection, token optimization, and controlling AI infrastructure costs. They share practical tips and insights for organizations looking to optimize their AI investments. AI spend and cost management Token optimization and behavioral tweaks Model selection and routing strategies Budgeting for AI projects and organizational spend Tools and practices for monitoring AI usage

In this episode of Off Script, James, Josh, and guest Jon Milsom explore the rapid advancements in AI as a tool to refactor codebases, and how teams are leveraging AI to innovate, solve problems, and improve processes across industries. Chapters: 00:00 Introduction to AI in Tech Consulting 01:03 The Evolution of AI and Its Impact 03:13 AI Week: Experimentation and Learning 04:39 Personal Projects: Scratch an Itch 07:35 Encouraging Innovation and Creativity 08:41 The Excitement of AI and Its Challenges 11:19 Using AI for Tech Debt and Documentation 13:46 AI's Role in Code Review and Documentation 17:05 Navigating Bottlenecks in Development 19:10 The Broader Responsibility of Engineers 20:26 The Importance of Maintenance in Software Development 23:00 Leveraging AI for Legacy Code Upgrades 26:06 AI Integration Across Business Functions 28:59 User-Centric AI Features in Sports Tech 31:59 Empowering Teams with AI Tools 34:47 The Future of AI Pricing and Development Resources: Pitchero - https://pitchero.com Claude AI - https://www.anthropic.com/index.html OpenAI GPT models - https://openai.com/research

Most businesses underestimate how quickly AI is transforming every industry, and those who don’t adapt risk falling behind. In this episode, Tim Lewis, CTO of innovative AI consultancy Zygens, shares how organizations can harness agentic AI to unlock rapid, low-risk value that scales. Discover how small, agile teams can lead the AI revolution by focusing on strategic initiatives like governance, safety, and domain expertise, rather than just tech tinkering. Tim breaks down real-world examples from his career, from pioneering streaming platforms to rebranding logistics giants, illustrating how good engineering, organizational agility, and a human-centered approach are key to thriving in this fast-changing landscape. We also explore the new role of consultants in the AI era: moving away from resource-heavy solutions toward expert guidance that accelerates transformation while managing risks. If you’re a leader, a tech enthusiast, or a forward-thinking professional eager to stay ahead of the AI curve, this episode is your guide. With insights rooted in decades of experience across tech, media, and logistics, and a passionate belief that AI should be accessible to all, Tim reveals how organizations can confidently navigate this frontier. Perfect for decision-makers, innovators, and anyone ready to turn AI uncertainty into opportunity.

In this episode of Off Script, Josh, James, and Tom discuss the importance of innovation in Leeds and the broader UK, emphasizing the need for representation and funding for technology outside of London, triggered by an article Tom wrote titled "National purpose on AI". Tom shares insights on the historical context of innovation in Leeds, the role of academic research, and the success stories of tech companies in regions like Stoke-on-Trent. They also propose Manchester as a suitable location for Lovelace Labs and call for a national data library to be established in Leeds. The discussion highlights the need for a more confident and proactive approach to promoting Northern innovation and addressing funding disparities. The UK government often overlooks innovation happening outside London. Leeds has a rich history of innovation and should be recognized for it. The tech sector in Stoke-on-Trent is surprisingly larger than in Oxford. Academic research is crucial for innovation but often underfunded outside major cities. There is a need for a national data library to be based in Leeds. Manchester is a strong candidate for the proposed Lovelace Labs. Local companies need to be more vocal about their contributions to the economy. Funding for innovation should be more evenly distributed across the UK. The North should celebrate its successes and promote its strengths more actively. A cultural shift is needed to demand more respect and representation for Northern innovation.

In this episode of Off Script, hosts Josh and James delve into the contentious topic of whether AI is destroying open source software. They discuss the recent layoffs at Tailwind, a popular open-source project, and how AI's ability to generate code from existing libraries is impacting the sustainability of such projects. The conversation highlights the ethical implications of AI's use of open-source code without proper attribution, raising concerns about the future of open-source maintainers and the community's ethos. They explore the balance between the benefits of AI in enhancing productivity and the risks of diminishing the value of original contributions to open-source projects. AI is changing the model of open source, not necessarily destroying it. The burden of maintaining open source projects is increasing due to AI's impact. Attribution and compensation for open source maintainers are critical issues. AI can automate mundane tasks, allowing maintainers to focus on creative work. The learning process for developers may be compromised by AI's ease of use.

In this episode, Josh and James discuss the challenges of balancing family life with demanding leadership roles. They share personal experiences of parenthood, the importance of setting boundaries, and the need for a supportive work culture that accommodates family responsibilities. Their conversation highlights the necessity of effective time management, prioritization, and the emotional adjustments that come with being a parent while maintaining a professional career. Creating boundaries is essential for managing responsibilities. It's important to communicate openly with coworkers about family needs. Saying no to certain commitments is necessary for well-being. Work-life balance requires constant adjustment and prioritization. Parenthood changes your perception of time and focus. A supportive work culture can ease the challenges of parenting. Planning ahead can help mitigate chaos in daily life. Making yourself redundant in business processes is a good strategy. Embracing the learning curve of parenthood is crucial.

In this conversation, James and Josh discuss the transition from prototype apps to production-ready products, emphasising the challenges and opportunities presented by vibe coding. They explore the implications of new coding tools, the importance of version control, and the need for security measures. The discussion highlights the evolving landscape of software engineering and the potential for new developers to emerge from this environment, while also addressing the responsibilities that come with creating applications. Vibe coding allows for rapid prototyping but can mislead about readiness for production. The barrier to entry for coding has significantly lowered, enabling more people to create apps. Version control is essential for managing app development and preventing data loss. The evolution of tools has made coding more accessible but also introduces new risks. Security measures must be prioritized as apps transition from prototype to production. AI tools can assist in app development but require careful handling of data. The gap between prototype and production needs clear communication to avoid pitfalls. New developers may emerge from the vibe coding trend, bringing fresh perspectives. Ethical considerations in AI and app development will become increasingly important.

In this episode, James and Josh discuss the troubling nature of paid awards in the tech industry. They explore how these awards often prioritize profit over genuine recognition, leading to feelings of exploitation among nominees. Thier conversation delves into the implications of such practices on community inclusivity and the need for a reevaluation of how recognition is given in the industry. Paid awards often exploit nominees for profit. The pricing of awards can feel unfair and exploitative. Awards should recognize hard work, not just financial investment. Community representation is often overshadowed by profit motives. Transparency in award processes is crucial for credibility. The perception of value in awards is warped by corporate interests. Decision-makers should reconsider their spending on awards. Alternative recognition methods could be more beneficial. Awards can create a false sense of achievement. The community should benefit from the funds spent on awards.