# Quoting Kyle Kingsbury

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-11-01T16:49:04.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 130/100  
> **Primary Source:** [Simon Willison AI](https://simonwillison.net/2026/Nov/1/kyle-kingsbury)  
> **Canonical Citation:** [https://spidits.com/timeline/quoting-kyle-kingsbury](https://spidits.com/timeline/quoting-kyle-kingsbury)

## Executive Summary
More broadly, the use of LLMs erodes trust in documentation, in software, and in the organizations which produce them.

## Why It Matters (Strategic Analysis)
Generative AI lowers the cost of producing polished code and documentation, rendering superficial quality signals useless for assessing distributed system reliability. Empirical fault-injection testing and formal verification must replace surface-level artifacts as the primary basis for software evaluation.

## Referenced Coverage & Sources
- **[Simon Willison AI](https://simonwillison.net/2026/Nov/1/kyle-kingsbury)**: Quoting Kyle Kingsbury — _More broadly, the use of LLMs erodes trust in documentation, in software, and in the organizations which produce them. Perhaps engineers will begin to treat any new software project with suspicion-the signals we used to rely on as..._

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*Synthesized by SPIDITS AI Market Intelligence Desk. Track live AI news, model releases, and funding: [https://spidits.com](https://spidits.com)*