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(69)

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

Why 95% of Agentic AI Projects Fail | Agentic AI Podcast by lowtouch.ai

Why 95% of Agentic AI Projects Fail | Agentic AI Podcast by lowtouch.ai

In this episode, we uncover the common reasons behind the high failure rate of agentic AI projects—from unclear objectives and poor context design to lack of integration and human oversight. We break ...

28 Aug 202514min

How Opera Neon AI Browser Redefines Browsing | Agentic AI Podcast by lowtouch.ai

How Opera Neon AI Browser Redefines Browsing | Agentic AI Podcast by lowtouch.ai

In this episode, we explore how the Opera Neon AI browser is transforming the web experience with built-in intelligence. From contextual search and AI summaries to task-based browsing and voice-driven...

27 Aug 202510min

How Food Brands Use AI to Analyse Consumer Behaviour | Agentic AI Podcast by lowtouch.ai

How Food Brands Use AI to Analyse Consumer Behaviour | Agentic AI Podcast by lowtouch.ai

In this episode, we explore how leading food brands Such as Pepsi, Nestle and others are using AI and data analytics to decode consumer behavior—tracking preferences, predicting trends, and personaliz...

25 Aug 202515min

LangChain Agent Protocol vs Open Agent Protocol – Choosing the Right Framework for Agentic AI

LangChain Agent Protocol vs Open Agent Protocol – Choosing the Right Framework for Agentic AI

In this episode, we compare two leading frameworks shaping the future of agentic AI: the LangChain Agent Protocol (LCAP) and the Open Agent Protocol (OAP). We explore their architectural differences, ...

14 Aug 202522min

LLM vs SLM what's right for your enterprise? | Agentic AI Podcast by lowtouch.ai

LLM vs SLM what's right for your enterprise? | Agentic AI Podcast by lowtouch.ai

In this episode, we break down the key differences between Large Language Models (LLMs) and Small Language Models (SLMs). While LLMs like GPT-4 dominate with broad capabilities and massive datasets, S...

13 Aug 202515min

Alibaba’s Qwen2.5 Wan2.1 and QWQ-32B Explained | Agentic AI Podcast by lowtouch.ai

Alibaba’s Qwen2.5 Wan2.1 and QWQ-32B Explained | Agentic AI Podcast by lowtouch.ai

In this episode, we break down Alibaba’s latest AI advancements—Qwen2.5, Wan2.1, and QWQ-32B—and what they mean for the future of large language models and multimodal AI. We explore how Qwen2.5 builds...

13 Aug 20257min

Grok 4 Updates and Features | Agentic AI Podcast by lowtouch.ai

Grok 4 Updates and Features | Agentic AI Podcast by lowtouch.ai

n this episode, we explore the latest updates in Grok 4, the AI assistant developed by xAI. We break down its new capabilities, including improved reasoning, faster context switching, and tighter inte...

5 Aug 20256min

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