Rethinking AI Agent Scaffolding – Embracing the Bitter Lesson for Scalable Automation

Rethinking AI Agent Scaffolding – Embracing the Bitter Lesson for Scalable Automation

In this thought-provoking episode, we dive into the evolving philosophy behind building agentic AI—moving away from rigid scaffolding and handcrafted logic, and toward systems that learn, adapt, and scale on their own. Inspired by Richard Sutton’s Bitter Lesson, we explore why the most powerful AI systems rely less on human-designed shortcuts and more on general-purpose learning and computation. We discuss how this mindset shift impacts the design of AI agents, the trade-offs between control and autonomy, and what enterprises need to consider when scaling automation in real-world environments. If you're building or deploying AI at scale, this episode offers deep insight into the why behind the how.

Episoder(68)

How AI Transforms Ideal Customer Profile Building | Agentic AI Podcast by lowtouch.ai

How AI Transforms Ideal Customer Profile Building | Agentic AI Podcast by lowtouch.ai

In this episode, we explore how AI is revolutionizing Ideal Customer Profile (ICP) building by moving beyond static spreadsheets and outdated assumptions. With real-time data analysis, adaptive learni...

26 Sep 202515min

How Successful Sales Teams Are Embracing Agentic AI | Agentic AI Podcast by lowtouch.ai

How Successful Sales Teams Are Embracing Agentic AI | Agentic AI Podcast by lowtouch.ai

In this episode, we dive into how top-performing sales teams are leveraging agentic AI to gain a competitive edge. From automating lead qualification and CRM updates to providing real-time deal insigh...

24 Sep 202512min

AI startup mergers and acquisitions heating up in 2025 | Agentic AI Podcast by lowtouch.ai

AI startup mergers and acquisitions heating up in 2025 | Agentic AI Podcast by lowtouch.ai

In this episode, we explore the surge in AI startup mergers and acquisitions in 2025 and what it means for enterprise innovation. From strategic acquihires to billion-dollar buyouts, we unpack why big...

21 Sep 202518min

CIOs' 2025 Gen AI Blueprint: From Hype to Hybrid Enterprise AI Strategy | Agentic AI Podcast by lowtouch.ai

CIOs' 2025 Gen AI Blueprint: From Hype to Hybrid Enterprise AI Strategy | Agentic AI Podcast by lowtouch.ai

In this episode, we explore how forward-thinking CIOs are turning Gen AI hype into hybrid AI strategies that actually deliver business value in 2025. From balancing in-house models with third-party to...

18 Sep 202512min

DevOps to NoOps: Will Agentic AI Make It Possible? | Agentic AI Podcast by lowtouch.ai

DevOps to NoOps: Will Agentic AI Make It Possible? | Agentic AI Podcast by lowtouch.ai

In this episode, we explore the bold question: Can agentic AI eliminate the need for DevOps altogether? As AI agents grow smarter and more autonomous, they're taking over tasks like deployment, monito...

16 Sep 202516min

Building AI-Ready Data Platforms: Enterprise Strategies for Scaling AI | Agentic AI Podcast by lowtouch.ai

Building AI-Ready Data Platforms: Enterprise Strategies for Scaling AI | Agentic AI Podcast by lowtouch.ai

In this episode of the Agentic AI Podcast by lowtouch.ai, host Rejith chats with Vinod, a seasoned IT leader with 25+ years in tech transformations at giants like Fidelity and MassMutual. As a fractio...

9 Sep 202522min

LMCache: How Cache Mechanisms Supercharge LLM Meta Description | Agentic AI Podcast by lowtouch.ai

LMCache: How Cache Mechanisms Supercharge LLM Meta Description | Agentic AI Podcast by lowtouch.ai

In this episode, we explore LMCache, a powerful technique that uses caching mechanisms to dramatically improve the efficiency and responsiveness of large language models (LLMs). By storing and reusing...

29 Aug 202518min

AI in UAE: Opportunities & Challenges Across Oil, Tourism, and Logistics

AI in UAE: Opportunities & Challenges Across Oil, Tourism, and Logistics

In this episode, Rejith Krishnan and Biji Thomas discuss how the UAE is leveraging AI to transform key sectors like oil & gas, tourism, and logistics. From predictive maintenance in energy infrastruct...

29 Aug 202527min

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