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first_img OpenAI acquires Orchestra Bio, AI entities take over drug development

OpenAI announced the acquisition of San Francisco startup Orchestra Bio, which has developed AI agents to help pharmaceutical companies track the progress of drug development projects. Orchestra's team and platform will be integrated into OpenAI's life sciences product line Rosalind, aimed at biologists and chemists, with the transaction amount undisclosed. Orchestra was founded in the fall of 2022, with seed funding from Andreessen Horowitz, Definition Capital, Insight Partners, and 8VC, raising a total of approximately $20 million.According to OpenAI, a new drug can take up to 15 years from initial conception to approval in the United States, and the cost of bringing a single approved drug to market can exceed $2.6 billion, with less than 10% of candidate drugs entering human trials ultimately reaching the market. Orchestra's AI agents can automatically monitor tasks and flag issues, analyze how setbacks like production batch failures affect the overall development project, compile relevant information, and compare response strategies, ultimately allowing scientists and project leaders to make decisions.This acquisition follows competitor Anthropic's acquisition of Coefficient Bio for approximately $400 million in April, reflecting the competition among AI labs for new drug development workflows. In April, OpenAI launched the model GPT-Rosalind specifically designed for biology and drug discovery, available only to vetted U.S. corporate clients such as Amgen and Moderna, with the accompanying product Rosalind Workbench connecting the model to research tools and data.

Gate Gold Dog launches dual activities: Trade Robinhood chain tokens to draw mystery boxes, SOL chain trading competition unlocks up to 50,000 USDT airdrop

According to the official announcement, Gate Doge (Trenches) will hold the 67th Hot Coin Competition from October 19, 16:00 to October 22, 16:00 (UTC+8). After registering, users can trade all Robinhood chain tokens in the Doge area to earn chances for a blind box lottery based on their cumulative trading volume, sharing a total airdrop reward of 30,000 USDT.Users who did not register with an invitation code can earn 1 regular blind box lottery chance for every cumulative trade of 200 USDT, while users who registered with an invitation code can earn 1 premium blind box lottery chance for every cumulative trade of 500 USDT. Both types of users can earn a maximum of 12 lottery chances during the event, with a winning rate of 100%.At the same time, the Gate Doge SOL chain peak trading competition will be held from October 19, 18:00 to November 2, 16:00 (UTC+8). Users who register and trade SOL chain tokens in the Doge area can unlock an airdrop prize pool worth up to 50,000 USDT. Once the effective cumulative trading volume of all registered users reaches a certain threshold, the corresponding tier prize pool will be unlocked, based on the highest tier reached at the end of the event.In addition, users with an effective cumulative trading volume of 40,000 USDT can participate in the trading ranking, with the top 100 qualifying users receiving rewards, and the champion can win an airdrop worth up to 10,000 USDT.

The Gate event contract consecutive victory challenge will start on October 1, with a prize pool of 20,000 USDT covering multiple competitive gameplay options

According to official news, the Gate event contract "Winning Streak Challenge" will officially start on October 1 at 08:00 (UTC+8) and will last until October 11 at 08:00 (UTC+8).This challenge covers 5-minute cycle events for BTC and all stock event contracts. Users can participate after completing the activity registration. The event sets a total reward of 20,000 USDT, covering multiple gameplay options such as winning streak ladder, win rate leaderboard, trading volume sprint, and new user first order gift.Among them, users who achieve a maximum winning streak of 15 can receive 100 USDT, with a total winning streak prize pool of 6,000 USDT; the win rate leaderboard has a prize pool of 3,500 USDT, and users who meet the criteria of cumulative valid matches ≥ 100, single net purchase ≥ 20 USDT, and win rate ≥ 40% can participate in the ranking, with the first place receiving 1,200 USDT.Users whose cumulative event contract trading volume reaches 20,000 USDT can also share a prize pool of 5,000 USDT based on their trading volume proportion, with a maximum of 500 USDT per user. In addition, during the event, the first 1,000 new users who complete their first transaction in the event contract and have a first net purchase value ≥ 20 USDT can receive a 5.5 USDT event contract experience voucher.Currently, the Gate event contract has covered two major sectors: cryptocurrency assets and stocks. Users can participate in price direction predictions around different assets and time windows, looking for trading opportunities that suit their own judgment in the short-cycle market changes.

Michael Saylor: Strategy and Strive, as Bitcoin treasury companies, are not in zero-sum competition and can jointly expand the digital credit market

Founder of Strategy Michael Saylor posted that he hopes Strive and all well-managed "Bitcoin-driven digital credit" issuers achieve success.Strategy is built on the same foundation as Strive: BTC belongs to digital capital, STRC and SATA belong to digital credit, and MSTR and ASST belong to digital equity. The securities structures and decisions of both parties are independent, although they will compete for individual capital allocations, they can also jointly expand long-term market opportunities.Saylor cited SIFMA data stating that by the end of 2025, the global stock market value will reach $157.8 trillion, and the fixed income debt balance will reach $160.7 trillion, with 0.1% of either market being approximately $160 billion.He proposed a threefold amplification mechanism: corporate financing to purchase supply-constrained Bitcoin can increase demand and improve the asset coverage of related companies; more issuers launching digital credit products can accumulate research, trading, and liquidity foundations, reducing the premium investors demand due to unfamiliarity, and potentially narrowing credit spreads and financing costs; more companies proving that this model can operate in different market environments may enhance market recognition of digital equity.He also emphasized that a single purchase does not guarantee Bitcoin appreciation, Bitcoin itself does not pay interest, and the profit margin between long-term asset returns and financing costs must be obtained through disciplined management; more issuers will not automatically lead to higher valuations.This model depends on a robust capital structure, prudent liquidity, transparent disclosure, and useful products. Weak issuers may undermine confidence in the entire category, while more credible issuers can meet institutional diversification investment needs and attract funds that would not otherwise enter the category.

first_img Jensen Huang: AI model distillation is competition, not theft

NVIDIA CEO Jensen Huang stated in an interview with CNBC's "Squawk Box" on Monday that training or learning with competitors' products is part of competition, and he refused to label AI model distillation as theft. When asked if distillation is not robbery, Huang said that it is competition. He mentioned that people can test others' products, and NVIDIA's products are sometimes taken apart to the bare bones to understand how they work; he would prefer that others do not learn from NVIDIA products, but competition makes everything better. If one does not want others to use their products, they can identify customers and discontinue services.U.S. officials have accused Chinese AI companies of using distillation, which involves training models with outputs from other models, extracting capabilities from U.S. systems. U.S. Treasury Secretary Scott Bansen stated in July that this practice is theft and threatened to impose sanctions on overseas companies that utilize distillation to extract capabilities from U.S. models. The White House did not immediately respond to CNBC's request for comment, and U.S. officials are considering measures against overseas companies that use distillation.Earlier this month, the U.S. Cybersecurity and Infrastructure Security Agency accused Chinese AI companies of conducting industrial-scale knowledge distillation activities, violating the terms of use for U.S. companies. AI company Anthropic stated earlier this month that it found Alibaba's Qwen series models and DeepSeek engaging in illegal distillation. The Chinese side denied these accusations.

Zhao Changpeng: Does not oppose Hyperliquid, welcomes more DEX to participate in competition

Binance founder Changpeng Zhao stated during his appearance on the podcast "When Shift Happens" that he does not oppose Hyperliquid and welcomes more centralized and decentralized trading platforms to participate in innovation, as the industry is far from saturated. He estimates that the proportion of the population holding some form of cryptocurrency is about 5% to 15%, but when calculated based on individual wealth allocation, the penetration rate of cryptocurrency assets may be less than 1%, indicating that the industry is still in its early stages.Changpeng Zhao mentioned that some members of the Hyperliquid community are trying to establish their own community by criticizing centralized trading platforms and Binance, but he views this as normal competition and does not oppose the project. Previously, Trump mentioned Hyperliquid, which is very good for the industry. Assets like HYPE, BNB, and Bitcoin could all benefit from the overall growth of the industry.Changpeng Zhao also pointed out that first movers do not necessarily become the long-term biggest winners. Google, Facebook, and Binance were not the first products in their respective fields, and later entrants can often further optimize based on the groundwork laid by the pioneers. Although he holds a significant amount of Binance shares and BNB, the centralized trading platform is just part of his asset allocation; rather than expanding a single platform, he hopes to promote the growth of the entire cryptocurrency industry.
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