Episode 355 Deep Dive: Sam Cummings | Will we see current LLM technology reach it's limits in 2026?
KBKAST18 Feb

Episode 355 Deep Dive: Sam Cummings | Will we see current LLM technology reach it's limits in 2026?

Samuel J. Cummings III is an award-winning data scientist, keynote speaker, and renowned thought leader in AI, specializing in complex reasoning and memory architecture. In his recent work he has created AI model architecture that runs 94% less tokens than standard LLMs. As Director of Education at Gen AI Works, Sam brings over a decade of expertise in AI and runs a podcast called Gen AI Talks.

In this episode, we sit down with Sam Cummings, Director of Education at Gen AI Works, as he explores the current and future landscape of large language models (LLMs) and their impact on cybersecurity. Sam unpacks the technical and economic limitations of LLMs, highlighting issues such as model cost, scalability, hallucination, and the looming challenges around reasoning and memory management. The conversation delves into the shift from universal LLMs to specialized models, the inevitability of market monopolization by big tech firms, and the environmental cost of massive data centers. Sam also paints a vivid picture of the “arms race” in the cybersecurity sector, predicting a boom in both offensive and defensive capabilities powered by AI, and offers actionable insights for professionals and entrepreneurs looking to thrive in this rapidly-evolving environment.

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Episoder(434)

Episode 381 Deep Dive: Gijo Varghese | When a Cyber Attack Becomes a Public Safety Failure

Episode 381 Deep Dive: Gijo Varghese | When a Cyber Attack Becomes a Public Safety Failure

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Episode 380 Deep Dive: Mark Thomas | Owning a Policy PDF Doesn't Mean You Govern Your AI

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Episode 379 Deep Dive: Sean Duca | Confidence Is Not Permission - Rethinking Authority in the Autonomous SOC

Episode 379 Deep Dive: Sean Duca | Confidence Is Not Permission - Rethinking Authority in the Autonomous SOC

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Episode 378 Deep Dive: Harman Kaur | Automation Isn't Transformation - From Intent to Outcome in Autonomous IT

Episode 378 Deep Dive: Harman Kaur | Automation Isn't Transformation - From Intent to Outcome in Autonomous IT

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29 Jul 39min

Episode 377 Deep Dive: Bradon Rogers | The Forgotten Workspace - Why Nobody Ever Secured the Browser

Episode 377 Deep Dive: Bradon Rogers | The Forgotten Workspace - Why Nobody Ever Secured the Browser

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From SAP Sapphire - KB On The Go | Legacy Risk and the AI Trust Gap

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KB is on the ground at SAP Sapphire 2026 in Orlando, where AI has moved beyond experimentation and into the center of enterprise decision making. In this KB On The Go episode, Maura Hameroff (CMO, Clo...

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Episode 376 Deep Dive: Anna Wheeler | Synthetic Confidence - When the Board Believes the Machine

Episode 376 Deep Dive: Anna Wheeler | Synthetic Confidence - When the Board Believes the Machine

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From Cisco Live 2026 Las Vegas – KB On The Go | AI-Speed Attacks and the Race to Quantum-Safe

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