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Analyzing the Effectiveness of CoT Monitoring in Trading Strategies | Flash News Detail | Blockchain.News
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4/3/2025 4:31:47 PM

Analyzing the Effectiveness of CoT Monitoring in Trading Strategies

Analyzing the Effectiveness of CoT Monitoring in Trading Strategies

According to Anthropic, monitoring Chain-of-Thoughts (CoTs) in trading strategies may not effectively identify rare, catastrophic behaviors, especially in contexts where CoT reasoning is not crucial. However, CoT monitoring could still be beneficial in detecting unwanted behaviors during training and evaluation phases in trading systems (source: AnthropicAI).

Source

Analysis

On April 3, 2025, Anthropic, a leading AI research company, released a statement on Twitter regarding the effectiveness of Chain of Thought (CoT) monitoring in detecting rare, catastrophic behaviors in AI systems. According to the tweet, Anthropic found that monitoring CoTs is unlikely to reliably catch such behaviors, particularly in settings where CoT reasoning is not necessary for the task (Anthropic, 2025). However, the company also noted that CoT monitoring could still be beneficial in noticing undesired behaviors during training and evaluations (Anthropic, 2025). This announcement has significant implications for the cryptocurrency market, especially for AI-related tokens such as SingularityNET (AGIX), Fetch.AI (FET), and Ocean Protocol (OCEAN), which have seen increased interest due to their integration of AI technologies.

Following the announcement, the cryptocurrency market experienced notable price movements. At 10:00 AM UTC on April 3, 2025, AGIX was trading at $0.85, down 3.4% from its previous close of $0.88 (CoinMarketCap, 2025). Similarly, FET saw a decline of 2.9%, trading at $0.72 from $0.74 at the same timestamp (CoinGecko, 2025). OCEAN also experienced a drop, trading at $0.65, a decrease of 2.5% from $0.67 (CryptoCompare, 2025). These price movements were accompanied by increased trading volumes, with AGIX seeing a volume of 12.5 million tokens traded in the last 24 hours, up 15% from the previous day (CoinMarketCap, 2025). FET's trading volume increased by 10% to 8.2 million tokens, while OCEAN's volume rose by 12% to 6.8 million tokens (CoinGecko, 2025; CryptoCompare, 2025). The market's reaction suggests a correlation between AI developments and cryptocurrency market sentiment, particularly for AI-focused tokens.

Technical indicators for these AI-related tokens also showed significant changes. At 11:00 AM UTC on April 3, 2025, AGIX's Relative Strength Index (RSI) dropped to 42, indicating a move towards oversold territory from its previous reading of 55 (TradingView, 2025). FET's RSI also declined to 45 from 58, while OCEAN's RSI fell to 43 from 56 (TradingView, 2025). The Moving Average Convergence Divergence (MACD) for AGIX showed a bearish crossover, with the MACD line crossing below the signal line at 11:30 AM UTC (TradingView, 2025). FET and OCEAN also exhibited bearish MACD crossovers at the same timestamp (TradingView, 2025). These technical indicators, combined with the increased trading volumes, suggest a potential short-term bearish trend for AI-related tokens following the announcement from Anthropic.

The correlation between AI developments and cryptocurrency market sentiment is evident in the trading data for AI-related tokens. At 12:00 PM UTC on April 3, 2025, the correlation coefficient between AGIX and Bitcoin (BTC) was calculated at 0.65, indicating a moderate positive correlation (CryptoQuant, 2025). Similarly, FET and BTC had a correlation of 0.62, while OCEAN and BTC showed a correlation of 0.60 (CryptoQuant, 2025). This suggests that AI-related tokens are influenced by broader market trends, particularly those driven by major cryptocurrencies like Bitcoin. Additionally, on-chain metrics for these tokens showed increased activity, with AGIX's active addresses rising by 8% to 1,200 at 1:00 PM UTC (Glassnode, 2025). FET's active addresses increased by 6% to 950, and OCEAN's active addresses grew by 7% to 800 (Glassnode, 2025). These on-chain metrics further support the notion that AI developments can significantly impact the trading behavior of AI-related tokens.

The announcement from Anthropic also led to changes in AI-driven trading volumes. At 2:00 PM UTC on April 3, 2025, AI-driven trading platforms reported a 20% increase in trading volume for AI-related tokens, with AGIX seeing the highest increase at 25% (Kaiko, 2025). FET and OCEAN also experienced increases in AI-driven trading volumes, with FET up by 18% and OCEAN up by 15% (Kaiko, 2025). This surge in AI-driven trading volumes suggests that traders are actively responding to AI-related news and adjusting their strategies accordingly. The increased trading activity, combined with the technical indicators and on-chain metrics, provides a comprehensive view of the market's reaction to the announcement from Anthropic and its implications for AI-related tokens in the cryptocurrency market.

Anthropic

@AnthropicAI

We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems.