Tech Talks Daily

In today's episode of Tech Talks Daily, we delve into a crucial and timely topic at the intersection of AI and cybersecurity. Our guest is Arshan Dabirsiaghi, a renowned security researcher turned entrepreneur, whose unique journey from the helm of a successful software security unicorn to the founder of Pixee is as fascinating as it is inspiring. Arshan's story is not just about technological innovation; it's also a testament to the resilience and dreams of immigrants, as his father's immigration story vividly illustrates. The core of our discussion revolves around a burgeoning issue in the tech world: the increasing reliance on Large Language Models (LLMs) like GitHub's Copilot in software development. With an estimated 46% of code on GitHub now generated by LLMs, we're witnessing a seismic shift in how software is created. However, this shift brings with it a host of security challenges. Historically, developers have not been primarily focused on security, a gap that has led to numerous vulnerabilities and high-profile hacks. The integration of LLMs into the coding process is exacerbating this issue, creating a vast expanse of code that needs to be secured, far outpacing our current capabilities. Arshan discusses his latest venture, Pixee, and its flagship product, pixeebot. Pixeebot is not just another security tool; it represents a revolutionary step forward in the fight against software vulnerabilities. This free GitHub App acts like a virtual security engineer, not only identifying but also fixing code vulnerabilities. More than a mere band-aid solution, Pixeebot offers an educational component that could be vital for training both new programmers and, potentially, LLMs themselves. This episode is not just about Pixee or pixeebot, though. It's a broader conversation about the urgent need for solutions in a world where the ratio of code developed to code secured is becoming astronomically unmanageable. We explore the landscape of software development, the primary security concerns in this AI-augmented era, and the critical role of "virtual security engineers." We explore how AI and automation can scale secure code efforts across the software development lifecycle, from planning and threat modeling to code creation and production monitoring. As we navigate these discussions, we also touch on the broader implications for the industry and steps that companies and developers should take to adapt to this rapidly evolving landscape. Join us on this enlightening journey as we unravel the complexities and explore the innovative solutions at the forefront of AI and cybersecurity with Arshan Dabirsiaghi.

Michael Lemashov, a seasoned SAP expert and Head of SAP Business Platform at JDC Group, joins me on Tech Talks Daily. Bringing over two decades of experience in various SAP roles, Michael's insights illuminate the path for businesses navigating the rapidly evolving digital landscape. Our discussion takes a deep dive into the significance of 2027 for SAP ECC customers, marking a critical deadline for migration to S/4HANA or extending maintenance. Michael will explore the nuances of this deadline and its far-reaching implications for enterprises around the globe. He also tackles the typical challenges encountered in cloud migration, such as the lack of a clear strategy and the increased complexity of IT landscapes, which collectively contribute to the difficulties organizations face in this transition. A focal point of our conversation will be SAP Clean Core, a methodology designed to enhance flexibility and stability by reducing technical debt before cloud migrations. Michael will elaborate on how this approach, governed by four fundamental principles, is instrumental in preparing enterprises for a smoother transition to the cloud. We will also venture into a comprehensive overview of SAP Business Technology Platform (BTP), where Michael will detail its suite of tools that amalgamate data, analytics, AI, automation, and more. He'll underscore how SAP BTP's integrated features can expedite innovation and streamline business processes, marking a significant leap in enterprise technology capabilities. Moreover, the role of JDC Group in this transformative era forms an essential part of our dialogue. Michael will discuss how JDC Group's BTP Development Services are aiding clients in navigating the complexities of cloud migration. He will shed light on their approach to reducing technical debt, making effective customization decisions, and guiding innovation initiatives, all while ensuring a seamless transition to the cloud.

In this episode, I dive into the intricacies and untapped potential of digital adoption in small businesses with Alex von Schirmeister, UK Managing Director of Xero. With a recent report from Xero and the Centre for Economics and Business Research (CEBR) shedding light on small businesses' hurdles in fully embracing technology, Alex offers invaluable insights into how we can collectively work towards a more digitally inclusive business environment. Our conversation will explore the report's startling findings, highlighting the disparity between the digital uptake of small businesses and larger SMEs. The report reveals an eye-opening perspective: if small businesses were to digitalize at the pace of the most tech-forward 20%, there could be a £77.3 billion increase in turnover and the creation of 885,000 jobs. This statistic alone underscores the immense value and urgency of digital integration. Alex discusses the challenges hindering this digital transition, addressing the reasons behind the reluctance of many businesses to adopt new technologies. He'll articulate the compelling case for digital adoption, drawing a direct correlation between embracing technology and enhanced economic growth. We'll hear about the remarkable difference in revenue growth between rapidly digitalized SMEs versus those that have lagged behind. However, this episode isn't just about identifying problems; it's about providing solutions. Alex will share pragmatic advice for small businesses caught in the 'digital drag,' offering strategies to overcome resource limitations and make meaningful steps towards digitalization. Listeners will gain a comprehensive understanding of the current state of digital adoption among small businesses, the barriers they face, and the profound economic impact of embracing digital tools. Alex's insights will also highlight the importance of balancing technological advancements with maintaining human connections, particularly as we look toward emerging trends and the digital landscape of 2024. Whether you're a small business owner, a tech enthusiast, or someone interested in the intersection of technology and business, this episode promises to equip you with the knowledge and inspiration to be part of the digital revolution. Join us for an engaging discussion that bridges the gap between technology and business growth and discovers how small businesses can harness digital tools to unlock their full potential.

In today's episode of Tech Talks Daily, I'm tackling a topic that sits at the intersection of technology, privacy, and workplace ethics – workplace surveillance tools. I'm joined by Ian van Reenen, CTO of 1E, a company at the forefront of digital employee experience (DEX) monitoring, to guide us through this complex landscape. As remote and hybrid work models become the norm, using surveillance tools to monitor employee productivity has sparked significant debate and concern. The Consumer Financial Protection Bureau (CFPB) recently highlighted the public's apprehension about these tools, particularly the lack of control employees have over their data. This issue is further complicated because 87% of IT managers have noticed a negative impact on their teams since implementing surveillance technology. Ian van Reenen brings a wealth of experience to this discussion, shedding light on the dos and don'ts of using surveillance tools in the workplace. We delve into why a staggering 73% of IT managers are uncomfortable deploying productivity surveillance technology due to transparency issues. Van Reenen emphasizes the detrimental effects these tools can have on employee morale, trust, and the overall company culture, as evidenced by the increase in employee turnover and hiring challenges faced by companies using such tools. Throughout our conversation, we explore viable alternatives to surveillance, focusing on setting clear organizational goals, empowering employees, and utilizing technology to identify and address friction points in the digital work environment. Van Reenen argues for a more holistic approach that balances productivity with privacy and trust. This episode highlights the challenges posed by workplace surveillance tools and offers insights into how organizations can foster a culture of trust and accountability. It's a must-listen for anyone grappling with the ethical implications of surveillance technology in the modern workplace.

In this thought-provoking episode of Tech Talks Daily, I am joined by Vahe Andonians, the founder and CTO of Cognaize, a company revolutionizing AI's role in the financial sector with its hybrid intelligence approach. Fresh off the success of Cognaize's Series A funding round, Andonians brings his deep expertise and unique perspective on AI to our audience, blending his experience as a senior lecturer at the Frankfurt School of Finance & Management with his practical insights from the industry. Andonians introduces us to "hybrid intelligence," a pioneering approach where AI and human expertise collaborate rather than compete. This method, he argues, is essential for the financial industry, where judgment and decision-making require a nuanced understanding that AI alone cannot provide. He emphasizes the limitations of large AI models like ChatGPT in economic contexts, citing hardware constraints, the potential for inaccurate outputs ('hallucinations'), and privacy concerns. Cognaize, under Andonians' guidance, opts for smaller, more targeted AI models. These models are designed to analyze structured and unstructured data effectively, providing insights while sidestepping the downsides of larger, more generalist AI systems. Andonians shares how this approach enables banks and financial institutions to harness AI's power without compromising precision or privacy. Andonians predict a rapid advancement in AI, including the potential emergence of Artificial General Intelligence (AGI). However, he cautions that computational limitations might initially constrain its applications. He also delves into the intriguing possibilities of combining AI with gene editing, hinting at a future of exponential innovation. For financial institutions eager to embrace AI, Andonians offers practical advice. He underscores the importance of educating staff at all levels, including board members, about AI. He also recommends partnering with experienced vendors to facilitate a smooth adoption process and advises a multifaceted approach, cautioning against reliance on a single initiative or vendor. Join me in this fascinating episode as Vahe Andonians unravels the complexities of AI in finance, offering a glimpse into the future of financial decision-making, where human expertise and artificial intelligence merge to form a more powerful, insightful, and ethical approach to financial services.

In this insightful episode of Tech Talks Daily, I welcome Ryan Glasgow, Founder and CEO of Sprig, for a deep dive into integrating artificial intelligence (AI) in product management. Glasgow, a seasoned product manager with a track record of scaling startups to successful exits, shares his expertise from his experience at Sprig - a platform trusted by industry giants like Paypal, Coinbase, and Peloton for measurement of user experience. Our conversation begins with exploring how AI is revolutionizing the building of new features and products. Glasgow discusses the practicalities and importance of prototyping and testing AI applications, ensuring they solve customer problems before fully integrating into products. We then shift our focus to the critical task of measuring user sentiment. Glasgow highlights common pitfalls teams encounter in this area and shares his insights on effectively gathering and interpreting user feedback. This discussion naturally leads into an examination of the modern product stack in 2023, as Glasgow describes the evolution of product management tools and how world-class teams are integrating diverse tools to understand and meet user needs at scale. One key theme of our conversation is understanding user experience as a user base scales. Glasgow emphasizes the importance of collecting and analyzing large-scale data to achieve this. He also underscores the need for product teams to continually ask tough questions about product-market fit and to let customer feedback drive strategic decision-making. As we delve deeper, the discussion illuminates how AI transforms product teams. Glasgow and I examine the challenges and opportunities presented by this transformation, focusing on solving the right problems for customers and understanding their specific needs. We also touch on the potential impact of AI on product-market fit and the evolving landscape of SaaS tools. Join us for this episode as Ryan Glasgow unravels the complexities of incorporating AI into product development, offering invaluable advice for product teams aiming to build world-class products.

Today, I welcome Zuzanna Stamirowska, CEO and co-founder of Pathway, a pioneering French tech startup. Zuzanna, celebrated for her achievements including the Female Founders Challenge award at VivaTech, joins us to explore the innovative concept of 'unlearning' in AI and its transformative implications. Unlearning in AI, as Zuzanna elucidates, involves the ability of AI models to delete specific data points and their effects without undergoing a complete retraining. This advancement is particularly crucial in the realm of linear models like trees, compared to the complexities of neural networks. The concept goes beyond mere technical innovation; it's a step towards implementing privacy rights like the EU's 'right to be forgotten' and addressing the challenge of catastrophic forgetting in AI. I explore how Pathway leverages unlearning for dynamic operational analytics in sectors such as logistics, legal search, and financial trading. We discuss the unique challenges and solutions in applying unlearning to generative AI, emphasizing its multidimensional nature. An enlightening segment of our conversation focuses on Pathway's mission of enabling real-time learning and data use for data scientists. We explore their recent advancements, including query functionality for AI applications and efforts towards ensuring consistency in real-time systems. This episode also touches on practical applications and client success stories, highlighting how organizations like La Poste have benefited from Pathway's unlearning capabilities, leading to significant improvements in efficiency and data management. As we look ahead, Zuzanna shares insights into Pathway's future directions, aiming to bring streaming data and models to a broader user base, including integrating with tools like Jupyter and expanding conversational AI capabilities.

Today, I'm joined by Toa Dunn, a visionary in the convergence of technology, gaming, and music. With over a decade of experience, including a significant tenure at Riot Games, Toa now consults in this exciting field. Today's conversation centers around the significant evolution in technology and entertainment, highlighting the unique merger of music and gaming. This fusion has given rise to virtual artists and transmedia storytelling, offering seemingly limitless possibilities. We aim to explore this intersection and understand the future trajectory of virtual music groups. We welcome Toa to the show and immediately dive into the heart of the discussion. Toa's insights reveal a landscape where AI, VR, and XR are not just buzzwords but instrumental in shaping the future of music production and consumption, especially in the gaming industry. The emergence of virtual artists adds a new layer of creative expression, revolutionizing how fans engage with music. As we conclude the episode, we reflect on the enlightening insights provided by Toa. His experiences at Riot Games have been pivotal in transforming how we perceive music in the gaming realm. From virtual heavy metal bands like "Pentakill" to pop groups like "K/DA," Riot Games has been at the forefront of this innovative merger. The discussion also touches upon the impact of social media, virtual influencers, and the Metaverse on the future of Riot Games Music. Toa emphasizes that while their approach is not to mimic traditional music labels, their focus remains on enhancing music experiences for players and fans by creatively intertwining music with technology. We also discuss the influence of video games on music, illustrated by the surge in popularity of a classic Tom Petty track used in the Grand Theft Auto 6 trailer. This example underscores the symbiotic relationship between gaming and music, a theme that has been recurrent throughout our discussion.

In this groundbreaking episode of Tech Talks Daily, we're joined by Anders Beck, Vice President of Strategy and Innovation at Universal Robots, to explore the transformative role of AI in industrial automation. As we stand at the cusp of a new era in manufacturing, Beck guides us through how AI is revolutionizing factories and redefining the future of automation. We start by addressing a common misconception: while generative AI may be in its nascent stages, AI technology is already leaving a significant mark on the manufacturing industry. Beck shares insights into how AI, mainly through advancements in computer vision and perception technologies, enables robots to interact with the physical world in previously thought impossible ways. He highlights Apera AI's '4D Vision' technology, which grants robots humanlike perception, allowing them to understand and manipulate objects in disordered environments – a critical breakthrough in automation. Furthermore, Beck discusses how AI empowers robots to handle a variety of objects without the need for prior teaching or programming. This flexibility is crucial in modern manufacturing environments, where adapting to different shapes and sizes of objects can dramatically increase efficiency and reduce downtime. Precision in manufacturing is another focal point. Beck delves into how AI, as demonstrated by Inbolt's AI-based Inbrain technology, processes vast amounts of 3D data at high frequencies. This capability enables robots to perform tasks with incredible accuracy, such as the intricate assembly of gears, by adapting their trajectory in real-time based on the position and orientation of workpieces. Looking towards the future, Beck shares his vision of the 'future factory,' heavily reliant on AI and robotics. This evolution promises performance improvements, cost savings, and a significant shift in the roles of human workers, who can focus on more creative and less repetitive tasks. Throughout the episode, we will also cover the biggest challenges facing the integration of AI in manufacturing, from finding the right implementation strategies to training and understanding the iterative nature of AI development. Beck provides valuable advice for manufacturers looking to embrace AI, encouraging them to be bold and open-minded in piloting these technologies in natural production settings. This conversation with Anders Beck is not just about the present state of AI in industrial automation but also a look into the future – where AI and robotics are not just tools but integral parts of a brighter, more efficient, and innovative manufacturing landscape.

In today's episode of Tech Talks Daily, we delve into AI's intricacies in data analytics and business intelligence with James Fisher, Chief Strategy Officer at Qlik. Qlik, a leader in the field, has recently unveiled its ambitious AI strategy, marking a significant commitment to advancing AI applications in data handling. This move is especially noteworthy following Qlik's acquisition of Talend, strengthening its capabilities in managing data quality, governance, and lineage in the cloud. Fisher offers a comprehensive insight into why data stands at the core of any AI development. He emphasizes the importance of generating trustworthy and actionable data outputs for enhanced decision-making processes. This topic aligns seamlessly with Qlik's long-standing integration of AI into its data analytics products and its recent focus on GenAI, which is crucial for understanding and improving data quality, especially for large language models (LLMs). We'll explore how Qlik, in collaboration with partners like Snowflake and Databricks, is pioneering the delivery of LLMs in the cloud. Fisher will share success stories from early adopters such as Harman and ChatGPT, illustrating these technologies' practical applications and benefits in business environments. Throughout the conversation, Fisher will shed light on the role of AI and GenAI in transforming data analytics and business intelligence. He'll discuss the challenges and opportunities in creating a data infrastructure supporting enterprise-scale generative AI. This includes a deep dive into the necessity of data quality and governance for the success of generative AI and how Qlik's holistic approach is shaping the future of AI in the workplace. Listeners will gain insights into how AI democratizes data beyond expert circles, lowers barriers to insight generation, and evolves workplace roles. We'll also explore Qlik's cloud partnerships, emphasizing how hybrid cloud access and scalability are vital for training domain-specific models.