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Call Me Data by All In On Data

All In On Data

36 episodes

5 days ago

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...

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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...

Show more...

Episodes (20/36)

Call Me Data by All In On Data

What Happens When AI Gets Regulated?

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...

5 days ago

1 hour 7 minutes

Call Me Data by All In On Data

Is This The Death Of RAG?

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 ...

1 week ago

52 minutes

Call Me Data by All In On Data

Is "AI Work Slop" Just Hogwash??

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...

2 weeks ago

1 hour 6 minutes

Call Me Data by All In On Data

THIS Could Change Everything For AI!

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...

3 weeks ago

58 minutes

Call Me Data by All In On Data

Is Al Killing Critical Thinking?

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...

1 month ago

1 hour 2 minutes

Call Me Data by All In On Data

This AI Stat Will Blow Your Mind!

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...

1 month ago

57 minutes

Call Me Data by All In On Data

Why Agentic AI Is Risky

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...

1 month ago

1 hour 8 minutes

Call Me Data by All In On Data

Are CEO's Gatekeeping AI?

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...

1 month ago

1 hour 4 minutes

Call Me Data by All In On Data

Is AI's Magic Era Over?

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...

2 months ago

54 minutes

Call Me Data by All In On Data

Can AI Chatbots Be Dangerous?

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...

2 months ago

1 hour 10 minutes

Call Me Data by All In On Data

Could AI Replace Your Boss?

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...

2 months ago

1 hour

Call Me Data by All In On Data

What the Microsoft Study Really Found

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...

2 months ago

1 hour 6 minutes

Call Me Data by All In On Data

Your New Expert Consultant is An AI Agent

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...

3 months ago

56 minutes

Call Me Data by All In On Data

The Implications of AI and Offshoring

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...

3 months ago

58 minutes

Call Me Data by All In On Data

Can AI Eliminate Busy Work?

In this thought-provoking episode of Call Me Data, David Gleason and Peter Memon dive into the concept of embedded AI—a revolutionary approach to integrating AI agents directly into business processes. From automating compliance reviews to proactively managing regulatory risks, they explore how embedded AI can cut costs, boost productivity, and even improve employee happiness. With real-world analogies from finance, manufacturing, and consulting, they break down the future of AI in enterprise...

3 months ago

53 minutes

Call Me Data by All In On Data

AI’s Illusion of Intelligence

In this thought-provoking episode of Call Me Data, David and Peter explore the “illusion of intelligence” in today’s AI systems. While generative AI models sound confident and authoritative, the duo digs into the dangers of misplaced trust, automation bias, and intellectual laziness. They challenge listeners to rethink how AI models influence decision-making in law, healthcare, and everyday life. With real-world examples, humorous anecdotes (including the infamous cancer-detecting pigeons), a...

3 months ago

1 hour 5 minutes

Call Me Data by All In On Data

How AI Is Redefining Interactions

In this thought-provoking episode of Call Me Data, David and Peter explore the evolving landscape of human-machine interaction in the age of AI. From voice-first workflows and stream-of-consciousness content creation to avatar-led teaching and non-interaction AI agents, they dive deep into how tools like Super Whisper, HeyGen, and NotebookLM are changing the way we think, write, and work. They also touch on the broader cognitive impacts of AI, from creativity boosts to potential skill erosion...

4 months ago

54 minutes

Call Me Data by All In On Data

AI's Best Future Is... Boring?

In this thought-provoking episode of Call Me Data, David Gleason and Peter Memon explore the provocative idea that the future of artificial intelligence will—and should—be boring. Drawing parallels to the evolution of smartphones, they argue that when AI becomes mundane, it will also become maximally useful. The conversation touches on AI adoption barriers, the human hesitation around "cheating" with automation, and the mindset shift required to truly integrate AI into daily workflows. With h...

4 months ago

49 minutes

Call Me Data by All In On Data

Your Org Is Not AI-Ready

In this episode of Call Me Data, David Gleason and Peter Memon dive deep into the evolving world of agentic AI and digital labor. From defining what truly constitutes an agent to exploring the future of workforce augmentation, they unravel how agent-based systems are reshaping industries. Learn why digital agents are not just glorified chatbots, but dynamic, goal-seeking tools that redefine how companies operate. Whether you're a CEO planning your next strategic move or a tech enthusiast expl...

4 months ago

54 minutes

Call Me Data by All In On Data

Will AI Destroy the Future of Law?

Is AI the end of traditional law firms? In this episode of All In On Data, David and Peter dissect the legal industry’s growing confrontation with artificial intelligence. From collapsing associate models to the economics of AI-powered firms, this thoughtful yet humorous conversation examines how automation and large language models are reshaping everything from contracts to case analysis. Whether you’re a practicing lawyer, law student, or just curious about the future of white-collar work, ...

4 months ago

39 minutes