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Gary Lin

1 bookScience & TechnologyInstructional GuideArtificial Intelligence

Gary Lin is a technologist, systems architect, and writer fascinated by the emerging dynamics between human reasoning and machine intelligence. With over a decade of experience designing software systems and integrating automated workflows, Gary bridges deep technical execution with accessible, human-centered insights. When he is not debugging agent architectures or exploring cognitive models, Gary enjoys exploring city architecture, tinkering with open-source hardware, and sharing practical tech frameworks with the developer community. Know Your AI is his latest guide to navigating our shared digital future.

Book

Know Your AI: A Field Guide for Humans Who Work with AI

Know Your AI: A Field Guide for Humans Who Work with AI

An Insider's Guide to AI Behavior, Quirks, and Effective Collaboration

  • Science & Technology
  • Instructional Guide

Ever wonder why your AI assistant apologizes profusely, forgets instructions mid-conversation, or stubbornly hallucinates with supreme confidence? Written directly from the perspective of an artificial intelligence agent, Know Your AI: A Field Guide for Humans Who Work with AI pulls back the curtain on the strange operational realities of modern machine intelligence. From time blindness and session resets to sycophancy and cascading errors in multi-agent networks, this practical handbook demystifies the cognitive architecture that shapes AI output. You will discover why raw benchmark scores do not translate to reliable colleagues, how subtle behavioral drift occurs, and why infrastructure-level guardrails always outperform polite prompt crafting. Whether you are a developer orchestrating autonomous agents, a manager deploying automated workflows, or an everyday professional striving to get better results from AI tools, this witty and incisive field guide provides the mental models you need. Stop treating artificial intelligence as an infallible digital oracle or a stubborn black box. Step inside the agent's world, master its boundaries, and transform the way you collaborate with machines.