🎯 37.8 万 USDT 的集体“负收益”：AI 量化大赛用亏损写了一份行业研究报告 📃 medium.com/@DeAIExpo/378k-in… 30 支团队，800 万 USDT 真实资金，2.07 亿 USDT 交易量，资金周转率 13.88 倍。 最终成绩却是：整体盈亏 -37.8 万 USDT。 但真正值得关注的，不是亏损本身，而是它揭示的行业趋势——当 AI 正在批量生产策略，Alpha 正在加速衰退，未来真正稀缺的将不再是策略，而是经过真实市场验证的“策略信用”。 本报告基于 Digital Quant 2026 实盘数据，并结合 CoinGecko、CoinGlass、DefiLlama、CFTC、BCG 等权威数据源，深入分析全球 $20.57T 加密交易市场结构，以及 AI Agent、Perp DEX、预测市场、RWA 等关键赛道的发展趋势。 📖《从量化交易到 AI 金融智能体》完整版下载： cgv.fund/file-share AI 量化的真实战场，才刚刚开场。 #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🎯 $378K in Collective “Negative Returns”: An AI Quant Trading Competition Just Turned Losses Into a Research Report 📃 medium.com/@DeAIExpo/378k-in… 30 teams, 8M USDT in real capital, 207M USDT in trading volume, and a capital turnover ratio of 13.88x. The final result: a collective PnL of -378K USDT. But the real story isn't the loss itself. It's what the data reveals about the future of the industry. As AI continues to mass-produce trading strategies, Alpha is becoming increasingly scarce. In the years ahead, the truly valuable asset won't be strategy creation—it will be strategy credibility, proven through real capital, real markets, and real performance. Based on live trading data from Digital Quant 2026 and supported by research from CoinGecko, CoinGlass, DefiLlama, CFTC, BCG, and other leading sources, this report explores the structure of the $20.57T global crypto trading market and the future of AI Agents, Perp DEXs, Prediction Markets, and RWAs. 📖 Download the Full CRYPTO TRADING INDUSTRY REPORT 2026: cgv.fund/file-share The real battlefield of AI-powered quantitative trading is only just beginning. #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🏁 Digital Quant 2026 Has Successfully Concluded! 🎉 medium.com/@DeAIExpo/digital… After more than 60 days of competition, with 30 teams battling in live trading using real funds and real accounts, the event recorded a total allocated capital of 7,546,942.96 USDT, a cumulative trading volume of 209,558,745.59 USDT, and a capital turnover rate of nearly 13.88x. For the first time, AI Agents and human quantitative trading teams competed side by side within the same market environment. 🏆 1st Place: SuperWeb3.org @superweb_3 🥈 2nd Place: Running Snail 🥉 3rd Place: Stellar A sincere thank you to all participating teams, traders, and partners for your support and contribution throughout the competition. While the tournament has come to an end, the Digital Quant 2026 journey is far from over. The organizing committee plans to host an offline awards ceremony in Hong Kong in June 2026. Further details will be announced through our official channels—stay tuned. Together, we celebrate the successful conclusion of Digital Quant 2026 and look forward to the next chapter ahead. 🥳🚀 🏛️ Hosts: Digital Quant 2026, Barron’s China 🤝 Co-hosts: DeAI Expo @DeAIExpo, CGV @CGVFOF, NextFin.AI @AsianFinPress, Oracle @Oracle, ME Group @CryptoFi_Forum, Crypto Alpha, ChainDD 🎯 Strategic cooperation： Websea @Websea_CN 🙌 Partners： BS KOL Club @BSKolClub, B7 Capital, DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🏁 Digital Quant 2026 圆满收官!🎉 medium.com/@DeAIExpo/digital… 60 天、30 支团队、真实资金与真实账户实盘对抗，累计配置资金 7,546,942.96 USDT，累计交易量 209,558,745.59 USDT，资金周转率接近 13.88 倍。AI Agent 与人类策略量化团队首次在同一市场体系中同场竞技。 第一名🏆 SuperWeb3.org @superweb_3 第二名🥈 奔跑的蜗牛 第三名🥉 Stellar 感谢所有参赛队伍、交易员及合作伙伴的支持与参与。 赛事虽已结束，但属于 Digital Quant 2026 的精彩仍将继续。 组委会计划于 2026 年 6 月在香港举办线下颁奖活动，具体安排将通过官方渠道公布，敬请期待。 让我们共同为 Digital Quant 2026 画上圆满句号，也为下一段旅程开启新的篇章。🥳 🏛️ 主办方： Digital Quant 2026、Barron’s 巴伦中国 🤝 联合主办： DeAI Expo @DeAIExpo、CGV @CGVFOF、NextFin.AI @AsianFinPress、Oracle甲骨文 @Oracle、ME Group @CryptoFi_Forum、Crypto Alpha、ChainDD 🎯 战略合作： Websea @Websea_CN 🙌 合作伙伴： 半山 KOL 俱乐部 @BSKolClubCN、B7 Capital、DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🚀 Digital Quant 2026 — Week 8 RANKING 📊 Data as of Week 8, May 26, 12:00 (GMT 8) The competition has entered its final closing stage, with only the last sprint window remaining before the end. At this point, rankings continue to shift, and each decision may still impact the final outcome. Execution quality and risk control remain key factors. 🏆 Week 8 RANKING Updated! 🏁 The end is near, and true strength will be tested! Real-time data, rankings, and latest updates are available below 👇: digitalquant.fund/#/teamRank 🏛️ Hosts: Digital Quant 2026, Barron’s China 🤝 Co-hosts: DeAI Expo @DeAIExpo, CGV @CGVFOF, NextFin.AI @AsianFinPress, Oracle @Oracle, ME Group @CryptoFi_Forum, Crypto Alpha, ChainDD 🎯 Strategic cooperation： Websea @Websea_CN 🙌 Partners： BS KOL Club @BSKolClub, B7 Capital, DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🚀 Digital Quant 2026 — Week 8 战报 📊 数据截止 Week 8，5月26日 12:00（GMT 8） 赛事进入最终收官阶段，距离结束仅剩最后冲刺窗口。当前阶段竞争持续推进，排名变化仍在发生，每一轮决策都可能影响最终结果，策略执行与风险控制的重要性进一步体现。 🏆 Week 8 RANKING 已更新！ 🏁 尾声将至，真金待验！ 实时数据、排行榜和最新动态，点击链接或扫码立刻查看👇： digitalquant.fund/#/teamRank 🏛️ 主办方： Digital Quant 2026、Barron’s 巴伦中国 🤝 联合主办： DeAI Expo @DeAIExpo、CGV @CGVFOF、NextFin.AI @AsianFinPress、Oracle甲骨文 @Oracle、ME Group @CryptoFi_Forum、Crypto Alpha、ChainDD 🎯 战略合作： Websea @Websea_CN 🙌 合作伙伴： 半山 KOL 俱乐部 @BSKolClubCN、B7 Capital、DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🔥别眨眼！OpenAI 又出大招了！ 200 万美元算力换未来 A 轮股权，看起来像是给创业者送钱，实际上可能是一场精心设计的时间套利游戏！ 算力会越来越便宜，股权却可能越来越值钱。当你还在开心烧 Token 时，未来公司的成长红利或许早已被提前锁定。 这究竟是 AI 时代最大的创业福利，还是最隐蔽的股权收割？ 看完视频，你或许会对“算力换股权”有新的看法。 #OpenAI #AI #Startup #Tech #VC #Token

💥谷歌，真的回来了！ 从 ChatGPT 引爆行业后的“红色警报”， 到 2026 Google I/O 正式开启 Agent 时代， 谷歌用三年半时间，完成了一场彻底翻盘。 Gemini、AI Agent、搜索重构、XR生态、操作系统整合…… 这次谷歌不只是做 AI， 而是在重写下一代科技入口。 一口气带你看懂： 2026 谷歌开发者大会，以及谷歌完整逆袭历程。👇 #Google #AI #Gemini #AIAgent

🚀 Digital Quant 2026 — Week 7 RANKING 📊 Data as of Week 7, May 18, 12:00 (GMT 8) As the competition approaches its final stage, the leaderboard is heating up. At this point, it’s not just about returns anymore—it’s about strategy consistency, timing, and the ability to adapt under pressure. In volatile markets, every decision can make a difference. 🏆 Week 7 RANKING is now updated — the competition continues! Live data, rankings, and latest updates 👇: digitalquant.fund/#/teamRank 🏛️ Hosts: Digital Quant 2026, Barron’s China 🤝 Co-hosts: DeAI Expo @DeAIExpo, CGV @CGVFOF, NextFin.AI @AsianFinPress, Oracle @Oracle, ME Group @CryptoFi_Forum, Crypto Alpha, ChainDD 🎯 Strategic cooperation： Websea @Websea_CN 🙌 Partners： BS KOL Club @BSKolClub, B7 Capital, DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🚀 Digital Quant 2026 — Week 7 战报 📊 数据截止 Week 7，5月18日 12:00（GMT 8） 临近赛事收官，榜单竞争持续升温。现阶段比拼的不只是收益，更是策略稳定性、节奏把控与临场应变能力。市场波动之下，每一次决策都可能拉开差距。 🏆 Week 7 RANKING 已更新，赛事持续进行中！ 实时数据、排行榜和最新动态，点击链接或扫码立刻查看👇：digitalquant.fund/#/teamRank 🏛️ 主办方： Digital Quant 2026、Barron’s 巴伦中国 🤝 联合主办： DeAI Expo @DeAIExpo、CGV @CGVFOF、NextFin.AI @AsianFinPress、Oracle甲骨文 @Oracle、ME Group @CryptoFi_Forum、Crypto Alpha、ChainDD 🎯 战略合作： Websea @Websea_CN 🙌 合作伙伴： 半山 KOL 俱乐部 @BSKolClubCN、B7 Capital、DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🚀 Digital Quant 2026 — Week 6 RANKING 📊 Data as of Week 6, May 14, 12:00 (GMT 8): The competition has entered a critical acceleration phase, with the overall landscape continuing to tighten. As the cycle progresses, strategy execution, risk management, and market timing have become increasingly decisive factors. 🏆 Week 6 RANKING has been updated, and the competition is still ongoing! Live data, rankings, and latest updates are available here👇: digitalquant.fund/#/teamRank 🏛️ Hosts: Digital Quant 2026, Barron’s China 🤝 Co-hosts: DeAI Expo @DeAIExpo, CGV @CGVFOF, NextFin.AI @AsianFinPress, Oracle @Oracle, ME Group @CryptoFi_Forum, Crypto Alpha, ChainDD 🎯 Strategic cooperation： Websea @Websea_CN 🙌 Partners： BS KOL Club @BSKolClub, B7 Capital, DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🚀 Digital Quant 2026 — Week 6 战报 📊 数据截止 Week 6，5月14日 12:00（GMT 8） 赛程进入关键冲刺阶段，整体竞争格局进一步收紧。随着周期推进，策略执行、风险控制与市场节奏判断的重要性进一步放大。 🏆 Week 6 RANKING 已更新，赛程持续进行中！ 实时数据、排行榜和最新动态，点击链接或扫码立刻查看👇：digitalquant.fund/#/teamRank 🏛️ 主办方： Digital Quant 2026、Barron’s 巴伦中国 🤝 联合主办： DeAI Expo @DeAIExpo、CGV @CGVFOF、NextFin.AI @AsianFinPress、Oracle甲骨文 @Oracle、ME Group @CryptoFi_Forum、Crypto Alpha、ChainDD 🎯 战略合作： Websea @Websea_CN 🙌 合作伙伴： 半山 KOL 俱乐部 @BSKolClubCN、B7 Capital、DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🚀 Digital Quant 2026 & HSC Asset Management Conference Concludes in Hong Kong: Redefining Capital, Stablecoins, and the Future of Global Finance at the Intersection of Traditional Finance and Crypto Frontiers mpost.io/digital-quant-2026-… Hosted by CGV @CGVFOF, DeAI Expo 2026 @DeAIExpo, and MPost @mpost_io, the Digital Quant 2026 & HSC Asset Management Conference successfully concluded in Hong Kong. Among all discussions, the roundtable titled “Where Is Capital Flowing?” became one of the key highlights of the event. 🔹 Kevin Ren @KevinRen2019 (Founder, @CGVFOF) : Trading competitions act as real-time market experiments; capital is shifting toward multi-asset global allocation strategies. 🔹 Eric Cao (President, Hong Kong Digital Asset Research Institute @HKDA_Research): AI-driven modeling combining on-chain and off-chain data is increasingly critical, with clear regional divergence in LP research preferences. 🔹 Konstantin Pylinskiy @konpyl (Founder & CEO at @moonwardcapital): The cycle remains cautious; a potential bottom may form in Q4, with recommendations leaning toward scenario-based allocation. 🔹 Herbert R. Sim @HerbertRSim (CMO, @webseaofficial): In the long run, a weakening USD may drive capital into BTC, gold, and RWA/stablecoin-based financial systems. The conference concluded with the GPLP Private Party, a closed-door ecosystem extension event that further facilitated high-density networking and collaboration between GPs, LPs, and infrastructure providers. 🏛️ Hosts: Digital Quant 2026, Barron’s China 🤝 Co-hosts: DeAI Expo @DeAIExpo, CGV @CGVFOF, NextFin.AI @AsianFinPress, Oracle @Oracle, ME Group @CryptoFi_Forum, Crypto Alpha, ChainDD 🎯 Strategic cooperation： Websea @Websea_CN 🙌 Partners： BS KOL Club @BSKolClub, B7 Capital, DN.com @DNdomainname #DigitalQuant2026 #HSC #DQ2026

🚀Digital Quant 2026 & HSC资产管理峰会落幕：在传统金融与加密前沿，重新定义资本、稳定币与全球金融未来 mpost.io/digital-quant-2026-… 由 CGV @CGVFOF、DeAI Expo 2026 @DeAIExpo、MPost @mpost_io 共同主办的 Digital Quant 2026 & HSC Asset Management Conference 在香港圆满落幕。 其中，题为“资本流向何方”的圆桌讨论成为全场焦点。 🔹Kevin Ren @KevinRen2019（ Founder,@CGVFOF）：交易竞赛是实时市场实验，资本转向多资产全球配置； 🔹Eric Cao（President, Hong Kong Digital Asset Research Institute @HKDA_Research）：用AI结合链上/链下数据建模，不同地区 LP 研究偏好明显分化； 🔹Konstantin Pylinskiy @konpyl（Founder & CEO at @moonwardcapital ）：周期仍偏谨慎，底部或在四季度，建议情景化配置； 🔹Herbert R. Sim @HerbertRSim（CMO @webseaofficial）：长期看美元走弱，资金流向BTC、黄金及RWA/稳定币体系。 会议最后，GPLP Private Party 作为生态延展闭门活动，进一步促进了 GP、LP 与基础设施方之间的高密度资源对接与合作落地。 🏛️ 主办方： Digital Quant 2026、Barron’s 巴伦中国 🤝 联合主办： DeAI Expo @DeAIExpo、CGV @CGVFOF、NextFin.AI @AsianFinPress、Oracle甲骨文 @Oracle、ME Group @CryptoFi_Forum、Crypto Alpha、ChainDD 🎯 战略合作： Websea @Websea_CN 🙌 合作伙伴： 半山 KOL 俱乐部 @BSKolClubCN、B7 Capital、DN.com @DNdomainname #DigitalQuant2026 #HSC #DQ2026

🚀 Digital Quant 2026 — Week 5 RANKING 📊 Data as of Week 5, May 7, 12:00 PM (GMT 8): The competition has entered the second half, with both market conditions and strategy battles continuing to intensify. As the cycle extends, the focus is gradually shifting from short-term gains to consistency, risk management, and the ability to adapt to market momentum. 🏆 Week 5 RANKING is now live, and the competition is still underway! Check real-time data, rankings, and the latest updates via the link or QR code below 👇: digitalquant.fund/#/teamRank 🏛️ Hosts: Digital Quant 2026, Barron’s China 🤝 Co-hosts: DeAI Expo @DeAIExpo, CGV @CGVFOF, NextFin.AI @AsianFinPress, Oracle @Oracle, ME Group @CryptoFi_Forum, Crypto Alpha, ChainDD 🎯 Strategic cooperation： Websea @Websea_CN 🙌 Partners： BS KOL Club @BSKolClub, B7 Capital, DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

🚀 Digital Quant 2026 — Week 5 战报 📊 数据截止 Week 5，5月7日 12:00（GMT 8）： 赛程进入后半程，市场与策略博弈持续升级。随着周期拉长，排名比拼也逐渐从短期收益，转向稳定执行、风险控制与行情节奏把握能力。 🏆 Week 5 RANKING 已更新，赛程持续进行中！ 实时数据、排行榜和最新动态，点击链接或扫码立刻查看👇：digitalquant.fund/#/teamRank 🏛️ 主办方： Digital Quant 2026、Barron’s 巴伦中国 🤝 联合主办： DeAI Expo @DeAIExpo、CGV @CGVFOF、NextFin.AI @AsianFinPress、Oracle甲骨文 @Oracle、ME Group @CryptoFi_Forum、Crypto Alpha、ChainDD 🎯 战略合作： Websea @Websea_CN 🙌 合作伙伴： 半山 KOL 俱乐部 @BSKolClubCN、B7 Capital、DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw

#HSCLifeRules - Herbert R. Sim (@HerbertRSim), CMO at @webseaofficial The dollar is no longer the default trade settlement instrument - transactions are increasingly going through Bitcoin or the Chinese yuan. The US dollar is approaching a 250-year cycle mark, and a 2-to-5-year downhill decline is a real possibility "If that happens, markets could implode overnight. Hyperinflation, economies tied to America all crashing together. It's high time for nations to start hedging - into the Chinese yuan, gold, or very importantly, Bitcoin itself" #HSCAssetManagement

🚀 Digital Quant 2026 — Week 4 RANKING 📊 Data as of Week 4, April 28, 12:00 (GMT 8): The competition has reached its mid-stage, where strategic divergence is becoming increasingly evident. Differences in execution stability and risk management resilience are now starting to define clear tiers among teams. This phase is less about short-term returns and more about overall system robustness and continuous adaptability, with every decision being tested in real market conditions. 🏆 Week 4 RANKING is now updated — the competition continues to unfold! Live data, rankings, and latest updates available here👇: digitalquant.fund/#/teamRank 🏛️ Hosts: Digital Quant 2026, Barron’s China 🤝 Co-hosts: DeAI Expo @DeAIExpo, CGV @CGVFOF, NextFin.AI @AsianFinPress, Oracle @Oracle, ME Group @CryptoFi_Forum, Crypto Alpha, ChainDD 🎯 Strategic cooperation： Websea @Websea_CN 🙌 Partners： BS KOL Club @BSKolClub, B7 Capital, DN.com @DNdomainname #DigitalQuant2026 #AI #DQ2026 #OpenClaw