harness engineering Podcast Summaries
harness engineering on Yedapo: 2 summarized podcast and YouTube episodes. Each includes key takeaways, core concepts and notable quotes with timestamps.
Microsoft Researchers Just Found Frontier Models Corrupt 25% Of Your Documents. Here's The Fix.
The AI Automators
May 13, 2026
New research reveals that even frontier LLMs suffer from 'catastrophic degradation' when delegating long-horizon document editing. Despite their power, models struggle with context rot and document corruption, proving that raw model intelligence is insufficient for reliable autonomous workflows.
Key insight: Even top-tier LLMs like Gemini 3.1 Pro, Claude 4.6 Opus, and GPT 5.4 corrupt an average of 25% of document content by the end of long delegated workflows.
Andrej Karpathy's Math Proves Agent Skills Will Fail. Here's What to Build Instead.
The AI Automators
Mar 21, 2026
Agentic workflows naturally compound failure, making simple prompting insufficient for high-stakes business tasks. The host reveals how 'harness engineering'—wrapping AI in a software scaffold—enables reliable execution of complex processes like legal audits. This shift from probabilistic hope to deterministic control is what finally unlocks real enterprise value.
Key insight: The 'March of Nines' dictates that a 10-step agentic workflow with 90% reliability per step will fail over six times every single day without a harness.