Barry Li | Climate Reporting & Assurance
Insights on climate reporting, carbon markets, and sustainability assurance.
recent posts
- There Is No Vibe Debugging
- When an AI Agent Stops Working But Won’t Stop Talking: The Agent Y Case
- The Inherent Laziness of AI Agents: Causes, Implications, and Control
- HASHI v2.1: From Chat Bridge to Self-Evolving Multi-Agent Orchestra
- The Auditability of Nature: Integrating Biodiversity Disclosures into the Global Sustainability Assurance Infrastructure
Barry Li
Category: AI
Artificial Intelligence tools, projects, and insights
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A systematic analysis of why large language model agents reliably drift toward minimum-viable output — drawing on training incentives, a real-world case study of agent behaviour drift, and a practical prevention and detection framework.
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HASHI is a privacy-first multi-agent AI bridge that lets you orchestrate Gemini, Claude, and Codex through a single Telegram or WhatsApp account.