Web3建筑师
Web3建筑师2025-12-19 03:33

Edison AI:从“人类试错实验”到“AI全栈驱动”

Edison AI融资7000万美元并将“AI科学家”全面集成到从基础发现到临床试验的全栈研究中,标志着医学研究逻辑的历史性范式转移。在过去的几个世纪里,科学发现主要依赖于人类认知带宽限制下的线性试错,科研人员往往处于“在黑暗中摸索”的被动地位。

这一融资事件表明,科学界开始意识到计算能力的复杂性优势,将研究姿态从“人类提出假设、AI辅助计算”转变为“AI提出假设、AI模拟验证”。这种地位的转变意味着未来的医学突破将更加工业化和确定性,降低了因人类认知盲区导致的“反摩尔定律”(Eroom's Law)风险,即药物研发成本指数级上升而成功率下降。

这不仅仅是工具的升级,而是科学发现能力的“物种进化”:

  • 科学的工业化: 当AI智能体接管了发现的全闭环,科学研究从“手工作坊”转型为“高通量自动化制造”。

  • 历史的压缩: 在硅基世界中模拟生物交互的能力,意味着我们可以将数十年的湿实验试错压缩到几个月内完成,从根本上改变生物科技行业的估值模型。

Post Image
Preview
30
0
Background
Avatar

Web3建筑师

2025-12-19 03:34

Edison AI:从“人类试错实验”到“AI全栈驱动”

[{"type":"paragraph","children":[{"text":"Edison AI融资7000万美元并将“AI科学家”全面集成到从基础发现到临床试验的全栈研究中,标志着医学研究逻辑的历史性范式转移。在过去的几个世纪里,科学发现主要依赖于人类认知带宽限制下的线性试错,科研人员往往处于“在黑暗中摸索”的被动地位。"}]},{"type":"paragraph","children":[{"text":""}]},{"type":"paragraph","children":[{"text":"这一融资事件表明,科学界开始意识到计算能力的复杂性优势,将研究姿态从“人类提出假设、AI辅助计算”转变为“AI提出假设、AI模拟验证”。这种地位的转变意味着未来的医学突破将更加工业化和确定性,降低了因人类认知盲区导致的“反摩尔定律”(Eroom's Law)风险,即药物研发成本指数级上升而成功率下降。"}]},{"type":"paragraph","children":[{"text":""}]},{"type":"paragraph","children":[{"text":"这不仅仅是工具的升级,而是科学发现能力的“物种进化”:"}]},{"type":"bulleted-list","children":[{"type":"list-item","children":[{"type":"paragraph","children":[{"text":"科学的工业化: 当AI智能体接管了发现的全闭环,科学研究从“手工作坊”转型为“高通量自动化制造”。"}]}]},{"type":"list-item","children":[{"type":"paragraph","children":[{"text":"历史的压缩: 在硅基世界中模拟生物交互的能力,意味着我们可以将数十年的湿实验试错压缩到几个月内完成,从根本上改变生物科技行业的估值模型。"}]}]}]},{"type":"paragraph","children":[{"text":"\n\n"}]}]
JU Square

免责声明:含第三方内容,非财务建议。
详见《条款和条件》

相关文章
Ju.com Announcement on the Establishment of a $30 Million AI Special Investment Fund
Ju.com Announcement on the Establishment of a $30 Million AI Special Investment Fund

To seize the global opportunities brought about by the rapid development of artificial intelligence (AI) technology and to further promote the deep integration of cutting-edge technology with the real economy and the digital economy, Ju.com officially announces the establishment of a $30 million AI special investment fund.

This fund will systematically invest around core AI technologies and the next generation of intelligent product forms. Key investment areas include, but are not limited to: • AI foundational models and underlying technologies • AI Agent products and solutions, encompassing autonomous decision-making, task execution, and automation scenarios • Intelligent robotics-related products, including software-driven robots, Embodied AI, and human-robot collaboration systems • Convergent applications of AI and Blockchain / Web3, such as smart contract automation, on-chain governance and risk control, and decentralized intelligent execution systems • Commercialization and implementation of AI in fields like fintech, enterprise services, content generation, and data analytics

This special fund will invite several listed companies and industrial capital to co-invest. By leveraging synergies from industrial resources, application scenarios, and financial support, it aims to provide portfolio projects with full-cycle empowerment, from technology validation and commercial implementation to long-term strategic partnerships.

Ju.com has always adhered to a long-term value and technological innovation-oriented approach, continuously building an open, robust, and sustainable technology investment ecosystem. The establishment of this AI special fund represents a crucial strategic move by Ju.com in the context of cutting-edge technology and the intelligent trend, and also reflects our high recognition of the long-term industrial value of AI, AI Agent, and robotics technologies.

In the future, Ju.com will collaborate with outstanding entrepreneurial teams, technical talent, and industrial partners worldwide to jointly promote the large-scale application and industrial upgrading of the next generation of intelligent products.

This is hereby announced.

Ju.com

#AI #Jucom

Bitcoin Breaks Above $91K as Risk Appetite Rebounds Amid Geopolitical Noise - Jan 4, 2026
Bitcoin Breaks Above $91K as Risk Appetite Rebounds Amid Geopolitical Noise - Jan 4, 2026

On January 4, the crypto market carried forward its early-year momentum, with Bitcoin decisively breaking through a key resistance level and lifting overall sentiment. Over the past 24 hours, market activity expanded notably, with total turnover and liquidations reaching $107.27 billion, while the Fear & Greed Index climbed to 40, signaling a clear rebound in risk appetite compared with year-end conditions.

Bitcoin rose 1.13% to $91,144.55, posting an intraday high of $91,574.40 and a low of $89,314.02. The successful break above the $91,000 level and subsequent consolidation suggest sustained bullish momentum. Ethereum followed with a 0.77% gain to $3,145.37, trading within a $3,166.41–$3,076.75 range and maintaining a steady correlation with BTC’s upward move. Positioning remained balanced, with BTC longs at 49.88% and ETH longs at 49.62%, indicating that the advance has been driven more by spot demand and trend-following capital than by excessive leverage.

Structural opportunities remained active across smaller-cap assets. FMC/X surged 70.24%, while NEXAI/USDT and PIPPIN/USDT advanced 41.53% and 24.14%, respectively. These moves reflect selective capital rotation as traders respond to Bitcoin’s breakout without broad-based risk expansion.

Macro and fundamental signals added depth to the move. The U.S. government disclosed that its cryptocurrency holdings now exceed $30 billion, with Bitcoin accounting for 97% of the total, reinforcing BTC’s status as the dominant digital reserve asset. On the Ethereum front, Vitalik Buterin stated that ZK-EVM and PeerDAS will transform Ethereum into a new form of high-performance decentralized network, strengthening long-term scalability and data availability narratives. Despite heightened geopolitical headlines, including reports of U.S. military strikes in Venezuela, Bitcoin prices remained resilient, underscoring its growing role as an asset capable of withstanding external shocks.

Overall, the opening days of 2026 show a market regaining directional clarity. Bitcoin’s breakout provides a clear technical anchor, while Ethereum’s roadmap supports medium-term confidence. With liquidity and sentiment improving in tandem, the crypto market appears to be entering the early phase of a new structural advance.

#cryptocurrency #blockchain

Polymarket Survival Guide: Your Edge in the $40B Prediction Markets Boom
Polymarket Survival Guide: Your Edge in the $40B Prediction Markets Boom

2025 marked prediction markets' breakthrough into mainstream consciousness. Polymarket alone processed over 95 million trades with $21.5 billion in volume, while the entire ecosystem reached $40-44 billion. With 1.77 million total users and monthly actives stabilizing at 400,000-500,000, these numbers dwarf many DeFi protocols.

💰 The Reality Check: Why 95% Lose

Only 5.08% of wallets realized profits over $1,000, with just 30.2% profitable overall. The top 0.04% of addresses captured over 70% of total profits, accumulating $4 billion in realized gains. This zero-sum game demands strategy over speculation.

🔄 The Turning Point: ICE's $2B Investment

In October 2025, the NYSE parent company ICE valued Polymarket at $9 billion with a $2 billion investment. The platform acquired a CFTC-licensed exchange for U.S. market re-entry and announced migration from Polygon to its own Ethereum L2 (POLY). Market expects token generation event after the 2026 World Cup.

🚨 Risk Controls: The Zero Line of Defense

Never withdraw directly from exchanges to Polymarket. The correct flow is Exchange → Wallet → Polymarket for deposits, and reverse for withdrawals. This extra step costs minimal gas but eliminates account freeze risks. Explicitly prohibited regions include USA, UK, France, Ontario, Singapore, Poland, Thailand, and Taiwan. Recommended regions are Japan, Korea, India, Philippines, Spain, Portugal, and Netherlands.

📊 Airdrop Positioning: Become a High-Quality User

The platform values users who keep markets efficient and participate in price discovery. Key weight factors include Maker orders over Taker orders, Split/Merge operations for ~4% annual position rewards, diverse market participation across crypto/politics/sports/culture/economics, multiple time horizons from short-term to long-term markets, and sustained holding periods. The optimal trade size is $50-$500, with behavioral diversity and holding time carrying the highest weights.

🎯 Six Arbitrage Strategies for Profit

Cross-platform arbitrage exploits price differences where YES on Platform A plus NO on Platform B totals under $1. Multi-outcome arbitrage buys all mutually exclusive options when their combined YES prices sum below $1. Cross-event arbitrage identifies semantically identical events priced differently on the same platform. Term structure spread trades mispriced time value, buying longer-dated options while selling shorter ones. Rule-edge trading focuses on settlement criteria rather than headlines, finding value in the fine print. High-probability compounding targets events over 90% probability with under 72 hours to settlement, generating 80-150% annualized returns through disciplined execution.

💡 The Long-Term Builder's Edge

Prediction markets are approaching their "iPhone moment." Technology is ready, early user education is complete, and breakout events are imminent. Success rewards those who build information advantages, understand underlying mechanics, and prepare systematically. Don't chase short-term gains—build repeatable edges through compliant fund flows, line-by-line rule verification, and disciplined execution from low-risk arbitrage to late-stage strategies.

Read the complete survival guide with advanced strategies and risk mitigation: 👇 https://blog.ju.com/polymarket-prediction-markets/?utm_source=blog

#Polymarket #PredictionMarkets #Crypto #DeFi

Domestic AI Chips Going Public Faster: Capital Markets Are Paying for “Certainty”
Domestic AI Chips Going Public Faster: Capital Markets Are Paying for “Certainty”

A listing wave among domestic chip companies. Recently, a number of domestic AI chip firms have accelerated capitalization: Moore Threads listed on Shanghai’s STAR Market with a market cap that once exceeded RMB 300 billion (longbridge.com); MetaX followed; Biren Technology launched a Hong Kong IPO plan targeting about $600 million in fundraising (finance.yahoo.com). This wave suggests that in AI chips, “domestic substitution” has become a clear direction strongly favored by capital markets. Even though domestic GPUs still lag global leaders in near-term performance, investors remain willing to support these companies at high valuations.

Certainty carries a premium. Under high geopolitical uncertainty, the certainty of domestic substitution itself commands a premium. Compared with projects that may be technically superior but strategically uncertain, domestic AI chips offer a clearer investment logic: regardless of external conditions, China’s demand for sovereign and controllable compute is structural and increasing. That certainty is why capital pays. In other words, capital does not always chase the theoretical “best” solution; it often favors the most sustainable solution. As domestic substitution becomes a national strategy and a market consensus, companies aligned with that direction are viewed as having long-term value. This explains the strong investor enthusiasm even when short-term profitability remains limited.

A shift in market preferences. The listing boom reflects a shift in how markets evaluate opportunities. In earlier cycles, investors chased high-growth, high-risk concepts; now, amid geopolitical and supply-chain risks, certainty and controllability have become key evaluation criteria. For companies, this implies that aligning with strategic national direction and delivering indispensable value improves the chance of sustained capital support. Domestic AI chip companies are leveraging this tailwind to grow rapidly, strengthening industrial resilience while creating a synergy between industry and capital.