Beyond the Hype

Scott Logic

Beyond the Hype is a monthly podcast from the Scott Logic team where we cast a practical eye over what is new and exciting in software development – everything from Kafka to Kubernetes, AI to APIs, microservices to micro-frontends. We look beyond the promises, the buzz and excitement to guide you towards the genuine value. At Scott Logic, we have years of experience in tackling tough software problems for our clients, often at the bleeding edge of technology. Each month on this podcast, our CTO Colin Eberhardt brings together friends, colleagues and experts for a demystifying discussion that aims to take you beyond the hype.

  1. Should fully autonomous AI agents be developed?

    15 APR

    Should fully autonomous AI agents be developed?

    In this episode, Oliver Cronk is joined by colleagues David Rees, Hélène Sauvé, Ivan Mladjenovic and Emma Pearce. Together, they delve into the practical applications and limitations of agentic AI and its implications for enterprise AI deployments. The team shares insights from the 'Infer' research and development projects, through which Scott Logic produced and open-sourced InferLLM (a local, personalised AI agent) and InferESG (which uses AI agents to identify greenwashing in Environmental, Social and Governance reports). With real-world examples and expert perspectives, the panel provides a nuanced view of whether fully autonomous agents are hype or reality in 2025. They discuss the balance between human oversight and automation, and emphasise the importance of transparency and traceability in AI systems. They also consider the ethical considerations of self-building agents and the challenges of ensuring reliable AI outputs. Have a listen to gain a deeper understanding of the evolving landscape of agentic AI and its potential impact on various sectors. Useful links for this episode InferLLM on GitHub – Open-sourced by Scott Logic InferESG on GitHub – Open-sourced by Scott Logic InferESG: Augmenting ESG Analysis with Generative AI – David Rees, Scott Logic InferESG: Finding the Right Architecture for AI-Powered ESG Analysis – David Rees, Scott Logic InferESG: Harnessing agentic AI for due diligence – Scott Logic case study Beyond the Hype: Will we ever be able to secure GenAI? – Scott Logic Beyond the Hype: Is architecture for AI even necessary? – Scott Logic Draft classification for different types of Enterprise AI deployment – Oliver Cronk, Scott Logic

    40 min
  2. Is architecture for AI even necessary?

    13 MAR

    Is architecture for AI even necessary?

    In this episode, Oliver Cronk is joined by colleagues Jess McEvoy and James Heward, and Atom Bank's Head of AI and Data Science, Russell Collingham, to tackle the provocative question: "Is architecture for AI even necessary?" They explore the transformative impact of generative AI and the critical role of architecture in ensuring sustainable and scalable implementations. Russell shares Atom Bank's approach to building reusable AI components while navigating security and governance challenges. James emphasises the evolving role of architects in balancing innovation with practical constraints, arguing that architecture remains essential for mission-critical applications. Jess provides a public sector perspective, highlighting the need for a balanced approach to AI regulation and innovation. The episode also delves into the geopolitical implications of AI, the importance of data sovereignty, and the potential for the UK to develop its own AI strategy. Have a listen to gain insights into the ongoing debate about the necessity of architecture in the AI era and the strategic considerations for leveraging AI effectively. Useful links for this episode There is more than one way to do GenAI – Oliver Cronk, Scott Logic Are we sleepwalking into tomorrow's AI challenges? – Oliver Cronk, Scott Logic Building Effective AI Agents – Anthropic Fully Autonomous AI Agents Should Not Be Developed (PDF) – Hugging Face Will the US cloud soon be illegal in the EU? – CIO

    47 min

About

Beyond the Hype is a monthly podcast from the Scott Logic team where we cast a practical eye over what is new and exciting in software development – everything from Kafka to Kubernetes, AI to APIs, microservices to micro-frontends. We look beyond the promises, the buzz and excitement to guide you towards the genuine value. At Scott Logic, we have years of experience in tackling tough software problems for our clients, often at the bleeding edge of technology. Each month on this podcast, our CTO Colin Eberhardt brings together friends, colleagues and experts for a demystifying discussion that aims to take you beyond the hype.