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)

The Evolution of AI Agents | Agentic AI Podcast by lowtouch.ai

The Evolution of AI Agents | Agentic AI Podcast by lowtouch.ai

In this episode, we explore how enterprises can now build conversational intelligence systems in just weeks using advanced AI and no-code frameworks. From customer support and sales enablement to inte...

3 Des 202514min

Enterprise Conversational Intelligence in Weeks with AI | Agentic AI Podcast by lowtouch.ai

Enterprise Conversational Intelligence in Weeks with AI | Agentic AI Podcast by lowtouch.ai

In this episode, we explore how enterprises can now build conversational intelligence systems in just weeks using advanced AI and no-code frameworks. From customer support and sales enablement to inte...

18 Nov 202514min

When Salesforce Saves $100 M with AI: The New Era of Enterprise Automation

When Salesforce Saves $100 M with AI: The New Era of Enterprise Automation

Discover how Salesforce’s leap to AI-powered workflows has unlocked roughly $100 million in annual savings—and what that means for the future of enterprise automation. From automating routine tasks to...

30 Okt 202512min

Behind AWS Blackout : When a DNS Glitch Took Down AWS

Behind AWS Blackout : When a DNS Glitch Took Down AWS

On October 20, 2025, a DNS mis-configuration at Amazon Web Services triggered a global outage—revealing how fragile modern cloud stacks really are. This episode breaks down what happened, the ripple e...

30 Okt 202514min

Beyond RPA: How Agentic AI Transforms Invoice Processing

Beyond RPA: How Agentic AI Transforms Invoice Processing

Traditional RPA has reached its limits in handling complex, variable invoices. In this episode, we explore how agentic AI takes automation further—using reasoning, perception, and autonomous action to...

29 Okt 202513min

AI Scams and Fraud: 5 Trends to Look Out for in 2025 | Agentic AI Podcast by lowtouch.ai

AI Scams and Fraud: 5 Trends to Look Out for in 2025 | Agentic AI Podcast by lowtouch.ai

In this episode, we uncover the rising wave of AI-driven scams and fraud tactics shaping 2025. From deepfake impersonations and synthetic identity fraud to automated phishing, AI-powered social engine...

3 Okt 202512min

Metacognitive Reuse in LLMs: Unlocking Power of Chains of Thought | Agentic AI Podcast by lowtouch.ai

Metacognitive Reuse in LLMs: Unlocking Power of Chains of Thought | Agentic AI Podcast by lowtouch.ai

In this episode, we unpack the infrastructure demands of agentic AI and what enterprises must do to prepare their networks and cloud environments. From high-throughput, low-latency requirements to edg...

30 Sep 202515min

Network and Cloud Implications of Agentic AI | Agentic AI Podcast by lowtouch.ai

Network and Cloud Implications of Agentic AI | Agentic AI Podcast by lowtouch.ai

In this episode, we unpack the infrastructure demands of agentic AI and what enterprises must do to prepare their networks and cloud environments. From high-throughput, low-latency requirements to edg...

29 Sep 202514min

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