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Jinse Finance reported that a16z Crypto published an article titled "How AI 'Judges' Can Scale Prediction Markets," which pointed out that the biggest challenge prediction markets face is not "pricing the future," but determining what actually happened. Similar issues frequently arise in some small-scale events, where incorrect or non-transparent settlement mechanisms can undermine market trust, liquidity, and the accuracy of price signals. Industry experts suggest introducing large language models (LLMs) as arbiters in prediction markets, including on-chain rule commitments, resistance to manipulation, enhanced transparency, and increased neutrality. For example, when creating a contract, the specific LLM model, timestamp, and judgment prompt can be encrypted and recorded on the blockchain, allowing traders to understand the complete decision-making mechanism in advance. The model's weights are fixed and cannot be easily tampered with, reducing the risk of cheating. The settlement mechanism is open and auditable, with no arbitrary human rulings. The AI judgment mechanism can significantly improve the efficiency and scalability of prediction market settlements while ensuring transparency and fairness.

According to Odaily, Bill Miller IV of Miller Value Partners stated that despite bitcoin's underperformance and failure to hold above $100,000, he remains firmly bullish on bitcoin. He believes the current pullback is a healthy consolidation and that bitcoin has established a higher bottom than earlier in 2025.

Neynar co-founder rish announced on the X platform that he has officially taken over the Farcaster protocol, client, and Clanker. In the future, he will build an ecosystem centered around builders, supporting product openness, global trading, asset issuance, and on-chain ecosystem integration. Rish made it clear that the Farcaster client, protocol, and Clanker will not be shut down. Product iterations will be promoted based on community feedback, low-fee subscriptions for trader wallets and pro subscribers will remain unchanged, and short-term plans will start with priority assessment.