I'm Yiqiao Zhou

GEO is a tricky technology because it's simultaneously a method for polluting and compromising models—something model providers don't want to see. But with such a massive traffic entry point, how to monetize it? A very interesting question.

Acknowledge uncertainty, embrace uncertainty, acknowledge complex variables and intricate causal logic.

Current chat interfaces are stuck in 2023 paradigms and severely limit what 2025 AI can actually deliver. We need to shift from conversational back-and-forth to command-driven agents that directly produce outcomes.

The GPT-5 Prompting Guide is a product upgrade designed to help API users build better products.

Working with the right people in a team with the right culture to do the right things is a heaven-sent happiness.

At its core, AI/LLM represents a paradigm shift where natural language becomes the universal API for computational power—transforming human intent into compute resource orchestration.

AI fundamentally boils down to decision-making systems that must own their outcomes—the real test isn't just accuracy, but accountability for consequences.

The essence of an AI agent lies in three capabilities: multi-step decision making, tool invocation, and self-iteration—basically turning single queries into autonomous execution loops.