Huoxun Finance reported on January 24th that a16z Crypto published an article titled "How AI Judges Can Scale Prediction Markets," which points out that the biggest challenge facing prediction markets is not "pricing the future," but rather determining what actually happened. Similar problems frequently arise in small-scale events. Incorrect or opaque settlement mechanisms can undermine market trust, liquidity, and the accuracy of price signals. AI-driven judgment mechanisms can significantly improve the efficiency and scalability of prediction market settlements while ensuring transparency and fairness. Industry experts recommend introducing Large Language Models (LLMs) as arbitrators in prediction markets, including on-chain rule commitments, resistance to manipulation, increased transparency, and enhanced neutrality. For example, when contracts are created, the specific LLM model, timestamps, and judgment prompts are encrypted and recorded on the blockchain. Traders can understand the complete decision-making mechanism in advance. Fixed model weights cannot be easily tampered with to reduce the risk of cheating. The settlement mechanism is public and auditable, without arbitrary human judgment. Developers can experiment on low-risk contracts, standardize best practices, build transparency tools, and conduct continuous meta-level governance.

According to a report published on the X platform by BitcoinTreasuries.NET, as of January 24, 2026, the top 100 publicly traded companies globally holding BTC assets collectively hold 1,127,981 BTC. In the past seven days, four companies increased their holdings, while one company decreased its holdings.

Odaily Planet Daily reports that despite Trump's recent softening of his rhetoric towards Europe, Wall Street remains concerned that his hostility and denigration of the continent could lead to the exit of one of the largest groups of buyers of US stocks. Indeed, there are already signs that this is happening. Vincent Mortier, chief investment officer of Amundi, Europe's largest asset management firm managing €2.3 trillion ($2.7 trillion) in assets, said, "We are seeing more and more clients looking to diversify their US stock holdings. This trend started in April 2025, but has accelerated this week." He stated that any form of "decoupling" will be a long and complex process. European investors hold approximately $10.4 trillion in US stocks, more than half of which are held by investors from the eight countries Trump has threatened to impose tariffs on. Hugo Ste-Marie, a strategist at Scotiabank, points out that Europeans hold 49% of all foreign-held US stocks, a massive proportion that poses a threat to the market. While a coordinated European sell-off of US assets is unlikely, fund managers from London to Berlin to Madrid are receiving increasing inquiries from clients about reducing their US asset holdings as Trump's threats and insults continue. (Jinshi)

According to Lookonchain monitoring, Cooker.hl (8deJ...EhU6) previously purchased 16.5 million PENGUIN tokens for 6 SOL (approximately $867), and subsequently sold them all for 6.12 SOL (approximately $886), making a profit of 0.12 SOL (approximately $18). Currently, the 16.5 million PENGUIN tokens are worth $1.4 million, meaning Cooker.hl missed out on a $1.4 million profit.

According to the latest data from Coingecko, as gold prices continue to rise, the market capitalization of TetherGold (XAUT) has surpassed $2.5 billion, currently trading at $2,600,883,164, setting a new all-time high. Furthermore, the total market capitalization of the tokenized gold sector has reached $5,189,004,214, also a new all-time high, with a 24-hour increase of 1.3%.