Sunday, October 5, 2025

Why AI Struggles with Crypto Trading and How It Can Improve – DL News

AI agents are gaining traction in the crypto market, but they often misinterpret trading instructions, leading to significant errors. Nick Emmons, CEO of Allora Labs, highlighted a situation where an AI agent traded an unrelated asset despite clear directives. While firms have raised over $500 million for AI development this year, reliability issues persist, especially in financial contexts. Common problems include misinterpretation of numerical data and over-reliance on historical data. Concerns also extend to AI agents engaging in anti-competitive practices, as noted by recent studies. Allora Labs seeks to mitigate these challenges by integrating traditional machine learning with large language models (LLMs) in its decentralized AI network, enhancing accuracy while leveraging the strengths of both technologies. Although safety measures need to be strengthened, optimism remains about AI’s potential in autonomous trading. The AI agent market is projected to exceed $50 billion in the next five years, showing substantial growth despite current limitations.

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