The AI Control Wars: Why Claude4 Needs 24,000 Tokens to Say Hello

Author(s): MKWriteshere

Originally published on Towards AI.

One model uses a novel-length instruction manual. Another uses 20 lines. The difference reveals the future of artificial intelligence.

24,000 tokens of hidden behavioral programming versus 20 lines of simple principles. Two AI systems. Two completely different philosophies about intelligence and control.

The article explores the contrasting philosophies of two AI systems, Claude 4 and Kimi-K2, focusing on their differing approaches to behavioral programming and control. While Claude 4 utilizes an extensive set of 24,000 tokens to define its operational logic, Kimi-K2 operates on minimalist principles with only 20 guiding lines. This profound difference showcases broader implications for the future of artificial intelligence, including debates over authenticity, control, and the overall impact of such architectures on user interactions and AI’s role in society. The text also delves into the challenges and stakes involved in AI development as the industry progresses.

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Published via Towards AI