SIMAN LABS | AI & Tech Brief 🚀 Trajectory Raises $45M Series A to Make AI Model Training More Accessible AI startup Trajectory has raised $45 million in Series A funding led by Sequoia Capital, with participation from Nvidia, Bessemer Venture Partners, and Bain Capital Ventures, reaching a reported valuation of $300 million. The company is building a continuous learning and post-training platform designed to help AI models improve through real-world feedback and professional expertise. Key Highlights: 🔹 Democratizing AI Training: Trajectory aims to make model optimization accessible to professionals in law, healthcare, finance, and other industries without requiring machine learning expertise. 🔹 Continuous Learning: Its platform collects real-world performance data and user feedback, enabling models to adapt to specific business workflows through iterative post-training. 🔹 Industry Adoption: Companies including Harvey, Rogo, Decagon, Mercor, and Nvidia are among its reported users and partners. 🔹 Human-in-the-Loop: Rather than relying entirely on autonomous self-improvement, Trajectory emphasizes human-defined performance standards and expert feedback to guide model evolution. 📌 Industry Perspective As AI moves beyond general-purpose applications into specialized professional workflows, post-training is emerging as a critical layer of AI infrastructure. The next competitive advantage may not come solely from building larger models, but from making models continuously learn, adapt, and perform reliably in real-world environments. The future of AI is not just about intelligence — it’s about practical expertise. #SIMANLABS# #AI# #ArtificialIntelligence# #LLM# #MachineLearning# #Tech#

SIMAN LABS | Web3 & Tech Daily Brief 📅 November 5, 2026 🚀 1. Wenzhou Advances Commercial Maritime Launch Site Plans Wenzhou has officially initiated procurement for the site-selection feasibility study of a commercial maritime launch facility. The initiative aims to extend China’s commercial space infrastructure from manufacturing into launch operations, potentially connecting more coastal cities to the launch supply chain. 🛰️ 2. Amazon Leo Faces Satellite Deployment Challenges Amazon Leo currently has fewer than 400 operational satellites in orbit, highlighting the challenges of building a large-scale broadband constellation. Vulcan rocket launches are expected to resume on November 13, providing another potential boost to launch capacity. 🚀 3. Cowboy Space Unveils Its Big Iron Rocket U.S.-based Cowboy Space has introduced Big Iron, a stainless-steel launch vehicle targeting its first flight in 2028. Its reusable first stage and planned orbital data center on the upper stage reflect an emerging convergence between launch infrastructure and space-based computing. 🛰️ 4. Chuangyuan Xinke Acquires Weiyu Tiandao for RMB 886 Million Chuangyuan Xinke has agreed to acquire 100% of Weiyu Tiandao for RMB 886 million. The acquisition is expected to strengthen its satellite PNT (Positioning, Navigation and Timing) testing capabilities, expanding its presence in the satellite navigation supply chain. 💰 5. Xinghuo Space Secures Multi-Hundred-Million-Yuan Series B Funding Commercial rocket developer Xinghuo Space has launched a new Series B financing round at a reported pre-money valuation of approximately RMB 6 billion. Its liquid oxygen–kerosene rocket, Xinhuo, is targeting a first flight in 2027 and remains in the prototype development stage. 📌 Today’s Industry Takeaway The commercial space industry is evolving beyond launch vehicles and satellite manufacturing. Three interconnected trends are becoming increasingly visible: * Launch Infrastructure: New maritime launch facilities are expanding access to space. * Satellite Networks: Constellation deployment and broadband coverage remain key competitive factors. * Space-Based Computing: Orbital data centers could introduce a new dimension to computing infrastructure. The next phase of the space economy will depend not only on reaching orbit, but also on building sustainable infrastructure and services around it. #SIMANLABS# #Web3# #AI# #SpaceTech# #Technology#

SIMAN LABS × GAEA Ventures | Strategic Partnership Building the next generation of innovation together. SIMAN LABS is pleased to announce its partnership with GAEA Ventures, marking a new step toward strengthening our collaborative ecosystem. Through this partnership, both parties will explore opportunities to identify and support promising projects, combining incubation resources, investment opportunities, and ecosystem connections to help innovative ideas grow into impactful ventures. From early-stage ideas to real-world execution, we believe that great projects deserve the right resources, support, and opportunities. Together, we’re committed to empowering builders, supporting innovation, and creating more possibilities for the future of Web3 and AI. Better resources. Stronger collaboration. Bigger possibilities. #SIMANLABS# #GAEAVentures# #Web3# #AI#

Siman Labs is opening a TapeOut Early Ecosystem Support Fund, with a total allocation of USD 20,000. @TapeOutWorld @Blonskr TapeOut brings circuit design, tape-out, and verification on-chain, and rewards real design through Proof of Design rather than raw hashpower. The ecosystem is still early. What it needs is not another narrative, but products that actually run, with holder protection written into the mechanism. Siman Labs will back early teams that meet both of the following: 1You are a TapeOut ecosystem project. The product must be built on the TapeOut protocol, tape-out flow, PoD, TapeKit, TapeHub, or related infrastructure, with a verifiable contribution to the ecosystem, not a nominal association. 2You have an original design and an innovative mechanism that protects holders. Issuance, emissions, liquidity, and permissions should be auditable and enforceable. Fair launch, vesting, mined release, locked liquidity, buybacks, or renounced permissions are preferred. The fund totals USD 20,000 and will be allocated by stage and contribution. There is no fixed ticket size. Support may include capital, liquidity and market-making coordination, and go-to-market or launch resources. Structure is discussed case by case. To apply, submit a one-line positioning, the TapeOut integration, the holder-protection mechanism, current progress, and use of funds. Shortlisted teams will be contacted. Email📮：Simanlabs@outlook.com Telegram：@SIMANLABS

SIMAN LABS 2026 In 2026, SIMAN Labs has committed $710K in total investments For Projects and provided 17M in liquidity to support the growth of the ecosystem. And we’re just getting started. We’ll continue to build, back, and launch RWA & AI &LanuchPad projects across the industry. If you’re building something with real potential, partnerships are welcome. Let’s build what’s next. 🚀 #SIMANLabs# #RWA# #AI# #Web3# #BuildTogether#

SIMAN Labs｜Web3 Morning Brief — Oct. 1 ☀️ GOOD MORNING, WEB3 A new month begins. But before we move forward, there are a few things worth keeping in mind from September. 1️⃣ September closed with a major security warning According to CertiK’s September data, crypto-related exploits and phishing incidents caused approximately $766M in losses, making September the most damaging month of 2026 so far. 2️⃣ Bitget incident remains a key security lesson SlowMist’s investigation linked activity preceding the September 24 Bitget hot-wallet theft to a zero-day vulnerability in a third-party security product, highlighting that security risks can extend beyond smart contracts themselves. 3️⃣ Regulation continues to tighten On September 30, ESMA called for stronger powers for European regulators to enforce crypto rules, including the ability to instruct crypto companies to freeze assets when there are reasonable grounds to suspect criminal links. 4️⃣ October starts with a busy on-chain calendar The Ethereum Foundation is scheduled to activate the Glamsterdam upgrade on Sepolia on October 6, while several token unlocks are also scheduled for the beginning of October. 5️⃣ Korea remains in the Web3 spotlight Korea Blockchain Week 2026 is taking place in Seoul from September 29 to October 1, bringing developers, protocols, investors and Web3 communities together. September is over. October starts today. Build carefully. Verify twice. Stay secure. Good morning, builders. 🖤 #Web3# #Crypto# #Blockchain# #DeFi# #BuildInWeb3# #SIMANLabs#

Siman Labs Builder Night · Beijing wraps up successfully Coinciding with the WRC World Robot Conference, we witnessed the rapid advancement of humanoid robots and embodied intelligence, as cutting‑edge technologies move from exhibition booths toward real‑world industrial scenarios. Industry practitioners from diverse backgrounds gathered over dinner, diving deep into AI & robotics, discussing tech integration, market opportunities and real‑world implementation challenges. Great to connect with like‑minded builders in Beijing. Keep in touch, see you at the next stop. @SIMANLABS

SIMAN LABS Web3 Builder Night · Changsha Recap 
Our intimate private dinner was held that time in Changsha. 
We gathered local web3 practitioners, including memecoin traders, exchange BD, domain‑asset specialists, project founders and industry KOLs. No formal pitches, only real‑world discussions on market trends, business collaboration, project execution and asset strategies. 
Valuable insights and connections were built among builders from diverse verticals. Grateful for every participant. Stay tuned for our next stop. @Hotpot01 @cryp_orange @miloofbtc @tiffanyli1010 @Nova_0926 @loyalsiman @NiMei41427 @yolo60499559

🌐 SIMAN LABS | Web3 & Tech Daily 📅 November 4, 2026 1. DTCC Pushes Institutional Tokenization Forward The Depository Trust & Clearing Corporation (DTCC) has launched its tokenization service, bringing traditional securities closer to blockchain-based financial infrastructure. 20 major financial institutions have signed up, marking another step toward institutional RWA adoption. 2. Binance Security Breach Raises Industry Concerns Binance disclosed further details of its $6.34B security incident. The FBI attributed the attack to North Korea-linked TraderTraitor. The incident highlights the growing importance of wallet security, operational controls, and cross-chain monitoring. 3. AMD Reports Record Q3 Results AMD reported $13.4B in Q3 revenue, up 45% year-over-year. Data Center revenue surged 97% to $8.5B, driven by growing demand for AI GPUs and EPYC processors. 4. Marvell Makes a Major AI Infrastructure Bet Marvell agreed to acquire optical technology company Lumentum in a $115B deal, strengthening its position in AI data-center connectivity and high-speed optical networking. 5. AI Infrastructure Demand Reshapes the Chip Industry Rising demand for AI computing is increasing pressure on memory supply and data-center infrastructure. High-bandwidth memory, advanced networking, and power efficiency remain critical bottlenecks for the next generation of AI systems. ⸻ Today’s Takeaway Institutional blockchain adoption is accelerating, while AI infrastructure continues to attract massive investment. At the same time, security and infrastructure resilience remain essential to the next phase of digital innovation. Build with purpose. Stay ahead of the curve. #SIMANLABS# #Web3# #AI# #Blockchain# #RWA# #Crypto# #Technology#