🤖 What happens when you hand the same legal case to five different AIs? They disagree. at almost exactly the same rate human jurors do. That's one the findings in the new chapter @federicoast, @williamhwgeorge, and @robertgdean just published in AI and Arbitration (Wolters Kluwer, 2026), "When Decentralised Justice Meets Artificial Intelligence." 63 real Kleros disputes, judged by five frontier LLMs from: ChatGPT, Claude, Gemini, DeepSeek, Mistral. The takeaway isn't which model judges best. It's that you shouldn't trust a monolith AI. Round 2 of the experiment is already in flight: the team is re-running the test on real-world consumer cases from Argentina's Junín pilot and Lemon, where early evidence suggests the AIs and human jurors come to different conclusions on the same cases. Book details below ↓

🤖The mind-blowing futuristic tech at the 22nd China (Shenzhen) International Cultural Industries Fair. @salahzhang @consulat_de @zhang_heqing @pan_xuesong @xuejianosaka @YDunhai @CG_WangBaodong #2026FantasticICIF# #culture# #tech# #industry# #fair# #shenzhen# #AmazingChina# #reels#

🤖 AI agents move at machine speed. The game systems under today's games don't. 🔒 Closed servers, private inventory — agents can't read state. 🎮 Operator-controlled rewards — agents can't claim or settle independently. ⏱ No shared low-latency ledger — settlement lags behind play. A gameplay-grade chain has to solve latency, throughput, gas, and item-model in the same layer — that's the CROSS Gamechain thesis. #CROSSgamechain# #web3game# #AI# #Agents#

🤖 AI Spending Hits Another Level $AMZN, $MSFT, and $GOOG are each planning close to $200B in AI capex for 2026, while $META could spend up to $ 145B. Meanwhile, $CRWV plans up to $35B despite its smaller size. AI is becoming an infrastructure and spending story.

🤖 Ex-Qwen Lead Seeks Funding for New AI Lab @JustinLin610, former technical lead of @AlibabaGroup's Qwen models, is reportedly raising several hundred million dollars for a new AI lab at a target valuation of around $2B, per @theinformation. Gaorong Ventures and HongShan are said to be in talks to invest. The high valuation reflects investor confidence in Lin’s track record after @Alibaba_Qwen became one of the most widely adopted open-source AI model families.

🤖 Powerful AI empowerment workshop in Macau this week From Cantonese speech recognition to faster administrative approvals and smarter healthcare — the workshop proved that real AI value comes from solving local problems. 💪 Interested in how AI can work for your business in Macau? Let's connect: #AlibabaCloudISV# #AIforMacau# #AInnovation#