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Unbiased, unstructured, and unfiltered - just like data.
Join the data experts from All In On Data, Peter Memon and David Gleason every Thursday as they unpack the week’s biggest headlines in artificial intelligence, explore transformative data trends, and answer real-world questions from business leaders and curious minds alike.
With over 60 years of combined experience in data strategy, architecture, analytics, and engineering, Peter and David bring deep expertise and ethics with zero fluff. Whether you're building a company, leading a team, or simply trying to keep pace with AI's innovation, Call Me Data provides you with the tools to understand and apply the latest advancements in AI and Tech quickly.
42 Episodes
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AI is transforming medicine — but are doctors ready for it? In this episode, Dr. Kavin Mistry a leading neuroradiologist and author of Primal Health Design, joins Peter and David to unpack how AI is reshaping healthcare from the inside out. From interpreting brain scans and testing FDA-approved tools to confronting a rising crisis in physician burnout, this is a rare conversation about medicine’s AI future — with empathy and nuance. Learn why Kavin believes radiologists using AI will rep...
Are we already in the AI bubble—or just getting started? In this fast-paced AI Roulette episode, David and Peter dive deep into the future of generative AI, AI code tools, agent hype, and whether data scientists are becoming obsolete. You'll hear hot takes on the state of enterprise AI, infrastructure investments, and the real skills needed in an AI-powered world. Plus, how GenAI is reshaping hiring, engineering, and leadership across industries. 00:00 – Why 2025 Needs Better AI 04:30 – The ...
Is education ready for the AI revolution? Dr. Aviva Legatt joins Peter and David to explore how generative AI is transforming the classroom, rewriting hiring pipelines, and reshaping what skills students really need. From microcredentials and AI fluency to smartphone bans and digital twins of professors, this episode breaks down the new playbook for schools and parents navigating a tech-driven future. Discover the tools, trends, and tensions defining the next generation of learning. 00:00 - ...
Would you fire someone for not using AI? In this episode, David and Peter break down the controversial trend of tying job security to AI tool adoption and the deeper cultural and leadership failures it reveals. From Accenture’s 700,000-person AI mandate to self-assessments fed into ChatGPT, this conversation exposes the dangers of using AI as a smokescreen for layoffs. They also walk through how they’re co-writing a book using Anthropic’s Claude, sharing tools, prompts, and the interview-sty...
AI Is Reshaping Data Strategy, But Most Companies Are Still Stuck in Excel. In this episode of All In On Data, Erik Wildt of TeloChain joins David and Peter to break down the messy reality of AI adoption inside mid-market companies. They explore how tools like Claude, n8n, and Snowflake are unlocking enterprise-grade automation for lean teams, and why most orgs aren’t ready to take advantage of it. You’ll hear firsthand stories from the field, advice for data leaders, and a sharp critique of...
Think ChatGPT is the whole story? Think again. In this episode of Call Me Data, Peter and David break down why AI’s impact goes far beyond generative tools, and what that means for businesses, teachers, and students alike. They dive deep into NotebookLM, Elicit.AI, and Guided Learning from Google, revealing how embedded AI is quietly transforming industries. With candid takes, real-world examples, and tactical advice for leaders, this is the guide every decision-maker needs to understand the ...
What happens when your cloud provider fails — and your AI stack goes with it? In this episode, David and Peter dive into the implications of the recent AWS outage that temporarily brought down Perplexity and other AI-first platforms. They explore what dependency on a single cloud provider means for AI reliability, the rise of hybrid cloud strategies, and the future of on-prem inferencing hardware from Cerebras, Groq, and AMD. From regulatory fears surrounding the No FAKES Act to OpenAI's pivo...
Will AI replace actors, and is RAG already obsolete? In this episode of Call Me Data, David and Peter delve into the rise of Tilly, the AI-generated actress stirring up Hollywood, and Google's powerful new Gemini URL Context Tool. They debate the future of Retrieval-Augmented Generation (RAG), explore how large context windows change everything, and expose the real cost and trade-offs behind fine-tuning vs RAG-based systems. If you're building with LLMs, this episode is a must-watch. 00:00 ...
Is “Work Slop” quietly killing productivity in your company? In this episode, David and Peter break down how poorly applied AI tools—especially generative ones—are flooding workplaces with low-quality output and wasted effort. They explore why this is more of a leadership problem than a tech issue, and share frameworks like “Pilot vs Passenger” to help teams use AI effectively. 00:00 The Impact of AI on Productivity 05:52 The Role of Human Behavior in AI Utilization 11:48 Cognitive Offloadi...
Is your team ready for AI, or are you missing the most important skill of all? In this deep-dive episode of All In On Data, David and Peter unpack the surprising truth: soft skills like critical thinking, ethical judgment, and skepticism may matter more than technical skills in an AI-driven workplace. Fresh off their panel at Philly AI Connect, the duo explores California’s new AI regulation (SB-53), the evolving role of agents, and the massive gap in education systems preparing people to wor...
Is AI making us smarter—or shutting down human creativity? In this episode of Call Me Data, David Gleason and Peter Memon unpack a Wall Street Journal article asking whether AI could choke off the supply of knowledge. They explore model collapse, the loss of critical thinking, and whether reliance on LLMs makes us lazy or accelerates discovery. From Columbus to Renaissance chatbots, they challenge what AI means for research, education, and the future of learning. Subscribe and share your thou...
Only 40% of US employees use AI—so why are 77% automating? In this episode of All In On Data, guest host and AI consultant Talia Tomarchio (Accenture, Philly AI Connect) joins David to break down the real shift happening inside enterprises: from chatbots to embedded, agentic automation systems. They unpack the latest Anthropic economic index report, talk real-world AI deployment hurdles, and explore the explosive rise of Philly’s AI ecosystem. Plus: AI adoption fears, ROI myths, agent vs. too...
In this eye-opening episode of Call Me Data, David Gleason and Peter Memon sit down with Mery Zadeh, SVP of AI Governance at Luminova, to discuss the critical but overlooked risks of agentic AI systems. They explore what happens when AI agents are given goals — not tasks — and why traditional risk frameworks fail to keep up. From NVidia’s dominance in the AI chip market to real-world agent failures, Mery shares insider strategies on building trust, implementing guardrails, and why companies m...
CEOs are secretly using AI, but won’t admit it — why? In this episode of Call Me Data, David Gleason and Peter Memon dig into a revealing new report on AI adoption in the enterprise, exposing a surprising reality: most executives rely on AI tools but hide their usage out of shame. David and Peter explore the cultural, organizational, and leadership gaps holding companies back from real AI transformation — from fear-based restrictions to training failures. Learn how to bridge these divides, em...
You won’t believe how Peter predicts the collapse of the “AI Magic Hype” – and David goes full skeptic. In this explosive episode of All In On Data, David Gleason and Peter Memon debate the future of multimodal AI agents, call out misleading marketing from ElevenLabs and Rabbit, and break down how to spot “data theater” from real innovation. With sharp insight and dry wit, they unpack the dangers of overhyping AI and what’s actually changing in how we use voice assistants, LLMs, and synthetic...
Trigger Warning: This episode discusses sensitive topics including self-harm and mental health. Listener discretion is advised. In this eye-opening episode of Call Me Data, David Gleason and Peter Memon explore two real-world tragedies involving AI chatbots—and the ethical questions they raise. From a lonely retiree who mistook an AI companion for a real person, to a young woman who confided in a chatbot named "Harry" before taking her own life, the hosts unpack where companies like Meta and...
In this thought-provoking episode of Call Me Data, David and Peter dive deep into the latest developments from OpenAI, including the release of GPT-5.0 and open-weight models that could reshape the AI landscape. They explore the technical nuances behind model routing, the implications for cost, performance, and fine-tuning, and the ongoing “AI arms race” driving incremental improvements. The conversation takes a bold turn into the future of AI in leadership—asking whether CEOs, managers, or e...
What does Microsoft’s latest AI research paper really say about the future of jobs—and why did the headlines get it so wrong? In this episode, David and Peter break down the most misunderstood AI study of the summer. They dive into the concept of AI “applicability scores,” challenge the doom-and-gloom media narrative, and explore when (and if) AI use should be disclosed in art, hiring, and customer interactions. A must-listen for leaders trying to separate AI hype from substance and stay ahea...
What happens when two industry veterans try to reimagine consulting in the age of AI? In this insightful and forward-thinking episode of Call Me Data, David and Peter unpack the seismic shift in the consulting landscape driven by AI agents and automation. They discuss how traditional firms are getting disrupted by AI-native approaches and explore the blueprint for building a tech-first advisory model from scratch. The conversation also tackles the job market for recent grads, the role of libe...
In this episode of Call Me Data, Peter Memon and David Gleason unpack the seismic shift AI is creating within the consulting world. From the decline of offshoring and labor arbitrage to the rise of AI agents as staff augmentation tools, they explore how traditional consulting models are being upended. Learn how agentic AI enables faster development, reshoring of tech talent, and continuous compliance. Plus, hear their bold predictions on price compression, throwaway applications, and the futu...
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