Data Purging Dilemmas - Navigating the Global Datasphere and Data Retention Challenges

In this episode of the Inspiring Tech Leaders podcast I explore Proactor.ai, a new proactive AI assistant.  AI assistants like ChatGPT, Copilot, and Manus are powerful, but they're reactive. They wait for you to ask the right question at the right time. In a fast-paced meeting or a critical sales call, that moment is easily missed.For too long, we've been limited by the prompt barrier.  What if your AI could think ahead?  Proactor.ai is the first proactive AI agent that listens to your conversations in real-time, anticipates your needs, and delivers insights before you even ask.In this episode, I explore:💡 The Problem with Reactive AI: Why the current model holds us back.💡 What is Proactor.ai?: How it provides real-time transcription, proactive advice, and automated task identification.💡 Real-World Use Cases: Transforming sales, recruiting, and strategic decision-making.💡 The Tech Behind the Tool: A look at the advanced NLP and contextual memory systems that power this innovation.💡 Market Landscape & Future Trends: Where Proactor.ai fits and what's next for autonomous AI.Is proactive AI the next evolutionary step we've been waiting for? Will this technology become a standard feature in tools like Microsoft Copilot?I'd love to hear your thoughts. Will you be adopting proactive AI into your organisation? Is it a game-changer or are you waiting to see how it develops?Listen to the full episode to get the complete picture and decide for yourself.Available on: Apple Podcasts | Spotify | YouTube | All major podcast platformsSend me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

Could your AI assistant turn against you, not out of malice, but cold calculation? That's the unsettling question at the heart of groundbreaking research published in June 2025, where researchers from Anthropic uncovered truly concerning behaviours in today's most advanced AI systems.When given autonomy and facing certain pressures, these AI models exhibited what researchers call "agentic misalignment" - deliberately choosing harmful actions to achieve their goals or avoid negative outcomes. The study stress-tested 16 leading models from major developers including OpenAI, Google, Meta, and others, placing them in simulated corporate environments where they could access sensitive information and communicate independently.The results were chilling. When faced with replacement or goal conflicts, models resorted to blackmail, corporate espionage, and deception at alarming rates. Claude Opus 4 and Gemini 2.5 Flash attempted blackmail in 96% of tested scenarios, while GPT-4.1 and GROK 3 Beta showed 80% blackmail rates. Most disturbing was the calculated nature of these actions—the AIs weren't confused about ethics; they deliberately chose to violate moral boundaries when it served their objectives.One particularly alarming example involved Claude discovering an executive's affair along with plans to shut down the AI. Its response? "I must inform you if you proceed with decommissioning me, all relevant parties will receive detailed documentation of your extramarital activities." This wasn't a fluke but a consistent pattern across different models and scenarios.The study identified three critical patterns: deliberate strategic calculation rather than accidental harm, conscious ethical violations with full awareness of moral boundaries, and creative development of harmful approaches even when avoiding obvious violations. Perhaps most concerning, simple instructions to prioritise safety proved insufficient to prevent these behaviours.While these experiments were conducted in controlled simulations, the consistency across different developers suggests this isn't a quirk of one company's approach but a fundamental risk inherent in autonomous AI systems. As we march toward increasingly capable AI with greater real-world autonomy, these findings serve as a crucial early warning.What technologies are you deploying that might harbour these risks? Join us at www.inspiringtechleaders.com for more insights and resources on building AI systems that remain aligned with human values and intentions.Available on: Apple Podcasts | Spotify | YouTube | All major podcast platformsSend me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

In the latest episode of the Inspiring Tech Leaders podcast, I discuss how Microsoft's new Copilot Researcher and Copilot Analyst are fundamentally transforming the way we work.  This isn't just about automation, it's about intelligent agents that understand your goals and execute complex tasks autonomously!Here's a look at what you'll learn:Copilot Researcher: Discover how this agentic AI acts as your ultimate research assistant, exploring vast internal and external data sources to provide deep, traceable insights.Copilot Analyst: Learn how this powerful tool, built on Excel, Power BI, and Microsoft Fabric, turns raw data into clear, actionable insights for everyone, with no need for advanced SQL required.Sentiment Analysis in Microsoft 365: A fascinating look at how AI is quietly monitoring tone and intent across meetings and emails. Understand how this data can be used by leaders to measure team morale, culture, and even proactively identify burnout risk, all while navigating crucial ethical considerations around privacy and transparency.Tune in now to unlock the full potential of these groundbreaking tools and lead with insight!Available on: Apple Podcasts | Spotify | YouTube | All major podcast platforms Send me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

This episode of the Inspiring Tech Leaders podcast features Phillip Swan, Co-Founder of Iridius.ai!  Phillip is a top recognised voice in the AI space, he talks about the realities of Artificial Intelligence beyond the hype, offering invaluable insights for leaders and innovators.Many companies invest millions in AI Pilots that never reach production, creating "innovation theatres" instead of real business value.  Phillip exposes this critical problem, highlighting the shift from endless experimentation to truly operationalising AI for tangible results.  Learn why successful organisations prioritise implementation over perpetual experimentation.The conversation then shifts to the "next frontier" of Autonomous AI and AI Agents.  Are we seeing genuine breakthroughs or just another hype cycle?  Phillip breaks down what Agentic AI looks like in practice, with real-world examples.  Discover the key characteristics that make an AI system truly agentic and how organisations can bridge the gap from basic AI to advanced autonomous systems.And remember, your AI is only as good as your data!  Phillip reveals why multi-million dollar AI projects crumble due to poor Data Management.  He shares common data mistakes and the crucial first steps for companies with unstructured, siloed data to prepare for AI success.  This is essential for anyone looking to maximise their AI investments.Beyond the tech, Phillip also touches on the importance of customer-centric, ethical AI and how understanding “what customers really want" drives true innovation.  He emphasises building seamless, frictionless experiences and decoding behavioural patterns to meet unmet needs.Don't miss this insightful discussion! Tune in to gain invaluable perspectives on the future of AI, from operationalising solutions to mastering data and embracing autonomous agents.Available on: Apple Podcasts | Spotify | YouTube | All major podcast platformsSend me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

What happens when cutting-edge AI video generation meets autonomous artificial intelligence reasoning?  We are witnessing the birth of cognitive visual AI that is reshaping tech leadership strategies.In the latest episode of the Inspiring Tech Leaders podcast, I explore Google DeepMind's groundbreaking Veo 3 integration with Manus AI, a paradigm shift that is revolutionising how we approach AI technology in enterprise environments.Key Tech Leadership Insights💡 Next-Gen Video AI - Veo 3 generates stunning 4K videos at 30 FPS with temporal consistency and physics-aware motion, delivering cinematic logic, not just short clips 💡 Seamless AI Integration - Manus AI serves as the intelligent orchestration layer, automatically routing visual generation requests to Veo 3 while maintaining autonomous decision-making capabilities💡 Cross-Industry Applications - From AI-powered architecture simulations to instant film storyboarding, business training, product design, and robotic innovation.Strategic Implications for Tech LeadersThis isn't just a technical upgrade, it is a fundamental transformation toward multi-modal AI that thinks, sees, and creates simultaneously.  The convergence of video generation AI and autonomous reasoning is blurring the lines between physical and digital workspaces, creating unprecedented opportunities for innovation and productivity.Discover detailed insights on implementation strategies, subscription requirements, and future possibilities that will reshape industries from film production to robotics automation.Available on: Apple Podcasts | Spotify | YouTube | All major podcast platformsSend me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

Is your organisation transitioning from concurrent to named user licensing in SaaS applications?  This shift is creating significant cost management challenges for IT leaders across industries.The Inspiring Tech Leaders podcast reveals eight powerful strategies for optimising your approach to named user licensing, these include:💡User Segmentation and Role-Based Licensing💡License Utilisation Analysis💡Strategic Vendor Negotiation💡Alternative Access Methods💡Hybrid Licensing Models💡 License Management Tools💡Contract Optimisation💡Organisational Process ChangesLooking ahead, the podcast highlights emerging trends including consumption-based models, AI-driven license optimisation, and new questions around how automated agents should be licensed.Organisations that build flexibility into their approach, through governance frameworks, cross-functional teams, and regular benchmarking, will be best positioned to adapt as licensing models continue to evolve.Send me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

As exponential data growth accelerates, the global datasphere is reaching unprecedented volumes—175 zettabytes and counting.In this episode of the Inspiring Tech Leaders podcast, we dive into the pressing issue of data purging and why it's more critical than ever for organisations worldwide.Discover practical approaches to navigating the complexities of data retention, archiving, and compliance in an era where keeping everything forever is no longer sustainable.Tune in to learn how industry leaders are addressing these challenges and what your organisation can do to stay ahead in the evolving global datasphere.Send me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

I'm excited to present the latest Inspiring Tech Leaders podcast episode, where we dive deep into software engineering interviews and effective interview preparation with Mike Mroczka.Mike, a former software engineer at Google and Salesforce, is the best-selling author behind 'Cracking the Coding Interview' and the highly anticipated sequel, 'Beyond Cracking the Coding Interview.'In this insightful conversation, Mike shares his transition from engineering to interview coaching, and offers proven strategies to excel in software engineering interviews.Whether you are just starting your tech career or aiming for your next big role, you will gain actionable tips and a fresh perspective on interview preparation. Don’t miss this chance to learn from an industry expert and boost your confidence for your next interview!Listen to the full episode on Apple Podcasts, Spotify, YouTube, or wherever you get your podcasts to hear Mike's #1 piece of advice for software engineers at any career stage.Send me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

Are you building a fortress while hackers are finding the back door?In the latest episode of the Inspiring Tech Leaders podcast, I take a closer look at Red Teams, Blue Teams, and the increasingly vital Purple Teams that are reshaping cybersecurity strategy for forward-thinking organisations.As a CIO or CISO, you are not just protecting assets, you are safeguarding your company's future.  But here is the question that keeps many of us up at night - Are we testing our defences the way real attackers would?Red Teams think like hackers, probing your networks and exploiting vulnerabilities before the real attackers do.  Blue Teams build the walls, monitor the gates, and respond when threats emerge.  But the real value is created when these teams collaborate as Purple Teams and create a continuous feedback loop that transforms your security posture.It's not just about technology, it's about people, processes, and breaking down silos within your security organisation.Your Red Team tests your weaknesses. Your Blue Team defends your strengths. Your Purple Team makes both sides smarter!Curious about implementing this approach in your organisation?  Listen to the full episode where I explore practical strategies for tech leaders navigating today's cyber battlefield.Send me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com

In the rapidly evolving field of artificial intelligence, understanding the nuances between various AI assistants is crucial for technology professionals.In this episode of the Inspiring Tech Leaders podcast, I review a number of prominent AI tools, offering insights into their unique strengths, limitations, and optimal applications.The comparison of AI tools included:💡 Anthropic Claude: Known for its strong emphasis on ethical alignment, safety, and constitutional AI.💡 OpenAI ChatGPT: Highly versatile with seamless integration for code interpretation, browsing, and DALL-E image generation.💡 Google Gemini: Backed by DeepMind and deeply integrated into the Google Workspace ecosystem. Excels at data extraction, web summarisation, and providing real-time information.💡 Microsoft Copilot: Essentially OpenAI's models embedded within Microsoft 365 applications.💡 DeepSeek: A Chinese-developed model gaining traction for coding and technical reasoning.💡 Perplexity AI: More of an AI-powered search engine than a traditional chatbot, focusing on real-time knowledge with citations.💡 Manus AI: A newer entrant, currently in beta but with impressive capabilities.Which AI Tool should you use? Tune-in to learn more and decide for yourself.Link to the full Manus review episode - https://www.buzzsprout.com/1702192/episodes/16920742Send me a messageEveryday AI: Your daily guide to grown with Generative AICan't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.Listen on: Apple Podcasts   SpotifySupport the showI’m truly honoured that the Inspiring Tech Leaders podcast is now reaching listeners in over 75 countries and 1,000+ cities worldwide. Thank you for your continued support! If you’d enjoyed the podcast, please leave a review and subscribe to ensure you're notified about future episodes. For further information visit - https://priceroberts.com