Tech Architecture Stories

Sep 24, 2026 · Artificial Intelligence

From Harness to Weights: Enterprise AI's Autonomous Intelligence Loop

The article analyzes how enterprise AI is evolving from external harness scaffolding to internalized model weights, forming a closed loop where harness strategies are validated in production, decision traces become private evaluation and post-training data, and stable behaviors are distilled into specialized model weights, as demonstrated by Harvey, Glean, Engram, Strands, NVIDIA×Palantir, and Grok 4.7.