There’s a great divide in the world of AI right now. On one side is the technology: the large language models, the AI agents, and the mega corporations promoting them.
As companies continue to invest billions in AI, employees and shareholders are more frequently demanding to see tangible results. Yet, at the end of 2025, only 15% of executives reported that AI integrations increased profits.
The very nature of language models—large language models (LLMs), foundation models, and frontier models—confounds the notions of explainability and transparency.
The world seems to be buying the hype of using artificial intelligence in tax preparation, but I’m skeptical. I don’t believe AI can substitute for the professional judgment and human insight that form the bedrock of financial accounting and tax practices.
Agentic AI’s reasoning and planning capabilities can help supercharge your IT org by making decisions and handling tasks with little or no human intervention.
I’ve worked at the bleeding edge of robotics innovation in the United States for almost my entire professional life. Never before have I seen another country advance so quickly.
