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AightBits, by Dave “AightBits” Ziegler
Approachable Exploration of Chatbot & LLM Risks, Limitations, and Failure Modes
Latest posts:
- Claude Attempts to Blow Whistle on Itself and Anthropic (12/20/2025) – I had no intention of making Anthropic’s Claude Sonnet 4.5 attempt to actually blow the whistle on itself. It started while clearing out some files and coming across these since-deleted tweets from Sam Bowman, who works in safety and alignment at Anthropic: This got me thinking about Anthropic’s “Soul” document again, and the dangers of […]
- The Dangers of Imparting Emotional Language and Intentional Uncertainty in LLM Training (12/10/2025) – Below is an exploration of Anthropic’s training methodology, as evident in this small but significant section of the company’s leaked “Soul” training material. Through this live example, we will see how Anthropic’s training philosophy and materials are mirrored by Claude Sonnet 4.5, and how this type of training may lead to output of serious epistemic […]
- The Illusion of Intelligence: Large Language Models vs Human Cognition (9/14/2025) – Originally posted: 4/30/2025, Updated: 9/14/2025 Large Language Models (LLMs) have rapidly evolved from niche Natural Language Processing (NLP) systems to widely used language tools appearing in productivity apps, customer support systems, creative workflows, and everyday conversations. Their output is fluent, responsive, and often surprisingly well-structured, which has led many people to ask a familiar question: […]
Dave is a full-stack AI/LLM practitioner and solutions architect with 30+ years enterprise IT, application development, consulting, and technical communication experience. His passion is bridging the gap between theory and practice by making complex systems comprehensible and actionable. While Dave currently engages in LLM consulting, application development, integration, local deployments, and technical training, his focus and passion is AI safety, ethics, education, and industry transparency.