Rethinking AI Agent Scaffolding – Embracing the Bitter Lesson for Scalable Automation
Agentic AI Podcast9 Touko 2025

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.

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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 Loka 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 Loka 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 Syys 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 Syys 202514min

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 Syys 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 Syys 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 Syys 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 Syys 202512min