#Reliability

2 articles

A conceptual visualization of an intricate, glowing network of nodes, with some segments fading and

The Silent Threat to Enterprise AI: Context Decay and Orchestration Drift

Enterprise AI systems are vulnerable to 'silent failures' that bypass traditional alerts. Experts emphasize the need to combat context decay and orchestration drift through system-level evaluation.

Jason·Apr 27, 2026·2 min read

A detailed technical illustration of a complex clockwork mechanism where some gears are glowing with

Tech Frontline

The March of Nines: Andrej Karpathy on Why 90% AI Reliability is the First Step Toward Failure

Andrej Karpathy's 'March of Nines' concept highlights that 90% AI reliability is insufficient for production. Industry leaders like LangChain's CEO are focusing on 'harness engineering' and persistent memory to bridge the gap. With MIT's reported 50x KV cache compaction, the focus is shifting from model size to engineering reliability for enterprise adoption.

Jason·Mar 8, 2026·2 min read