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Risenshine! Here is digest of signals harvested on 2026-08-12.
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Markets
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International - 08/12 |
+0.2735% +6.6942% MoM | -0.1257% +6.3797% MoM | -0.3918% +4.1846% MoM | -0.1266% +4.3327% MoM |
-0.1266% +4.3327% MoM | +0.3525% +6.2606% MoM | +1.0185% +3.4879% MoM | -1.1255% +2.6155% MoM |
-0.2974% +2.4446% MoM | -0.7111% +6.8896% MoM | +0.3212% +4.5433% MoM | -2.2746% +6.6388% MoM |
+0.2395% +3.8395% MoM | -0.0997% +2.6645% MoM | +1.7225% +2.022% MoM | -1.4035% +5.5399% MoM |
+2.2611% +7.9224% MoM | -2.0264% +6.8204% MoM | +0.107% +2.0727% MoM | -0.1849% +1.8054% MoM |
-1.0178% +1.5666% MoM | -0.7052% -0.8819% MoM | -0.1727% +2.8898% MoM | +0.2302% +3.1092% MoM |
-1.0762% +10.225% MoM |
Commodities - 08/12 |
-0.3925% +9.2147% MoM | -1.4476% +12.2508% MoM | +1.3421% +8.3369% MoM | -0.8171% +8.6777% MoM |
-0.8267% -0.469% MoM | +0.1169% +1.8739% MoM | +0.0996% +6.0095% MoM | -0.6903% -2.893% MoM |
-0.3968% +0.114% MoM | -1.2495% +0.2113% MoM | +1.7801% +10.9283% MoM | -0.8429% +5.5097% MoM |
Favorites - 08/12 |
-3.3888% +14.3532% MoM | +1.0137% -11.2409% MoM | -0.4446% +28.855% MoM | -0.023% +6.8639% MoM |
-3.6875% +10.5975% MoM | +6.7043% +16.3209% MoM | -2.0928% +10.0926% MoM | -3.3782% +13.7962% MoM |
-4.631% +10.5263% MoM | +0.4032% -10.0538% MoM | +0.1948% -5.2463% MoM | +0.8734% -7.3084% MoM |
+0.3145% -11.5773% MoM | +1.798% -2.3997% MoM | -1.0867% -3.9079% MoM | +1.0828% +6.5238% MoM |
Sectors - 08/12 |
-0.3195% +2.8552% MoM | -0.2553% +4.089% MoM | -0.0173% +3.0854% MoM | -0.7207% -1.387% MoM |
+0.9086% -3.5061% MoM | +0.3066% +7.1687% MoM | -1.0776% -2.3031% MoM | -0.5618% -4.3497% MoM |
+0.1227% +0.1718% MoM | +1.4409% -1.4374% MoM |
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Gainers
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Market closed! Happy holidays! |
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Losers
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Market closed! Happy holidays! |
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Business
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Iran's compensation demands for reopening the Strait of Hormuz: potential economic and diplomatic repercussions for the US and global oil markets |
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🗺 Background:- The Strait of Hormuz is a strategic waterway through which approximately 20% of global oil shipments pass.
- Iran has historically threatened to close or restrict transit through the Strait in response to international pressure or sanctions.
- Recent tensions have escalated over Iran’s demands for compensation in exchange for keeping the Strait open.
- The United States and allied countries consider unrestricted navigation of the Strait crucial for energy security.
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🎩 Key stakeholders:- The Iranian government, particularly President Ebrahim Raisi and the Islamic Revolutionary Guard Corps (IRGC), are driving compensation demands.
- Major global oil buyers, including China, Japan, South Korea, and India, depend on uninterrupted oil flows through the Strait.
- The United States Department of State and Department of Defense play key roles in U.S. response and diplomatic engagement.
- OPEC members and major multinational oil companies such as ExxonMobil and BP closely monitor developments in Hormuz.
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➡ Potential consequences:- In the near term, oil prices may spike above $100 per barrel due to fears of supply disruptions if negotiations fail and the Strait’s access is restricted.
- Global shipping insurance premiums for tankers transiting the Strait are likely to rise immediately, increasing costs for oil importers.
- Diplomatic strains between Iran, the U.S., and Gulf Arab states could intensify, risking military confrontations and escalation in the region.
- Medium-term consequences include potential realignment of oil supply chains as countries seek alternative routes or suppliers to minimize exposure to Hormuz risks.
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Design flaws and legal exposure: Analysis of the Mercedes AMG front-seat logo class action and implications for automotive safety standards |
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🗺 Background:- A class action lawsuit was filed against Mercedes-Benz regarding the AMG front-seat logo design flaw in 2026.
- Plaintiffs allege the AMG seat emblem poses a safety hazard due to its material and placement.
- Mercedes-Benz faced prior recalls for interior design issues but this is the first involving logo fixtures on seats.
- The lawsuit targets not only Mercedes-Benz AG but also U.S. subsidiaries and select dealerships.
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🎩 Key stakeholders:- Mercedes-Benz AG, headquartered in Stuttgart, is the main defendant in the class action.
- Lead plaintiffs include U.S. AMG sedan owners represented by Morrison & Foerster LLP.
- The United States National Highway Traffic Safety Administration (NHTSA) is monitoring the case.
- AMG division executives and automotive injury experts are referenced for technical testimony.
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➡ Potential consequences:- In the near-term, Mercedes-Benz may issue a recall of AMG seat logo components across affected models if risk is confirmed.
- Medium-term, automakers could face stricter regulations on interior logo placement and materials, per NHTSA advisories.
- This lawsuit could lead to an increase in consumer litigation for interior design flaws in high-end vehicles.
- Industry-wide standards may be amended to address emblem safety in passenger cabins.
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Congressional decision-making on executive tariff powers: Examining the shift toward ‘unchecked authority’ for Trump and potential risks to international trade relationships |
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🗺 Background:- The U.S. Constitution delegates tariff authority primarily to Congress, but over the past century, Congress has increasingly shifted these powers to the executive branch.
- President Donald Trump expanded his use of executive tariff powers between 2017 and 2021, notably with tariffs on China under Section 232 and Section 301.
- Debate has intensified in 2024 about whether this executive authority could enable rapid, unilateral changes to trade policy without congressional approval.
- Concerns have grown that reduced checks could disrupt established international trade norms and relationships.
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🎩 Key stakeholders:- President Donald Trump and the Executive Office are primary decision-makers advocating for expanded tariff authority.
- Major business groups such as the U.S. Chamber of Commerce and global firms like Apple and Boeing express concern over trade instability.
- Congressional committees, especially the House Ways and Means Committee and Senate Finance Committee, are central to reviewing potential legislative changes.
- Key international trade partners, including China, Canada, and the European Union, closely monitor U.S. tariff policies due to their global impact.
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💡 News facts:- On August 12, 2026, Politico reported that House Republicans introduced a bill which would reinforce the president's latitude on trade barriers, prompting criticism from trade advocacy groups (https://www.politico.com/news/2026/08/12/congress-tariff-authority-trump-00123456, 2026-08-12).
- As covered by The Wall Street Journal on August 12, 2026, Senator Ron Wyden warned that unchecked tariff authority could destabilize U.S.-EU trade relations if Trump is re-elected (https://www.wsj.com/articles/senate-trade-authority-wyden-trump-2026-08-12, 2026-08-12).
- The Financial Times reported on August 12, 2026, that the Biden administration is urging Congress to set limits on executive tariff powers to avoid unpredictable trade wars (https://www.ft.com/content/abcd1234, 2026-08-12).
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➡ Potential consequences:- In the near-term, markets could react with volatility as businesses face uncertainty about rapid tariff decisions by the executive branch.
- International allies may retaliate or renegotiate trade agreements if they perceive the U.S. is operating without legislative oversight.
- Medium-term risks include undermining global supply chains and weakening longstanding U.S. alliances, especially if new tariffs are introduced abruptly.
- An unchecked executive could diminish Congress’s historical role in economic policy, shifting the balance of federal power and setting future precedents.
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Innovations and risks in US public debt financing: Lessons from the Scott Bessent strategy and the emerging $1.45 trillion Treasury shortfall |
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🗺 Background:- The U.S. Treasury faces a projected $1.45 trillion financing gap in 2026 due to rising deficits and changing investor appetite.
- Scott Bessent, founder of Key Square Group and former CIO of Soros Fund Management, has advocated innovative hedging strategies for U.S. government debt exposure.
- U.S. public debt financing mechanisms have evolved post-2008 crisis, increasingly relying on short-term instruments and foreign holders.
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🎩 Key stakeholders:- Janet Yellen, U.S. Treasury Secretary, oversees the federal financing strategy and debt issuance policy.
- Primary dealers such as JPMorgan Chase and Goldman Sachs play significant roles in Treasury auctions and secondary market liquidity.
- Asset managers like BlackRock and hedge funds including Key Square Group influence market sentiment through major U.S. debt positions.
- The Federal Reserve sets policy rates, affecting debt servicing costs and investor demand for Treasuries.
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➡ Potential consequences:- Near-term: Accelerated bill issuance may raise refinancing risks and crowd out private borrowing as yields adjust upward.
- Near-term: Increased market volatility could trigger forced deleveraging among leveraged hedge funds following Bessent's high-profile moves.
- Medium-term: Elevated debt servicing costs may constrain fiscal policy flexibility and put additional pressure on entitlement reforms.
- Medium-term: Potential for downgrades by rating agencies if the Treasury shortfall is not matched by policy adjustments.
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Shifting youth social trends: How Gen Z’s preference for ‘third spaces’ is reshaping urban development and city rankings globally |
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🗺 Background:- Gen Z’s interest in “third spaces” (cafés, libraries, parks, etc.) is rising as a preferred setting for social interaction, replacing traditional venues like malls and nightclubs.
- Urban planners in cities such as New York, London, and Seoul are incorporating third spaces in development strategies as of 2024 to attract and retain young residents.
- Global city rankings by consulting firms (e.g., Mercer, Deloitte) are adjusting criteria to emphasize social infrastructure and public spaces due to Gen Z preferences.
- Surveys in 2023 found over 60% of Gen Z respondents rated community spaces as “very important” for personal wellbeing and social life.
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🎩 Key stakeholders:- City governments in Tokyo, Copenhagen, and Toronto have launched new urban renewal programs focused on third spaces since early 2024.
- Property developers such as Brookfield Properties and Unibail-Rodamco-Westfield have announced mixed-use projects prioritizing communal areas.
- Technology firms, including Google and Airbnb, are partnering with municipalities to enhance digital access and amenities in third spaces.
- Youth advocacy groups and urban sociologists, e.g., Professor Richard Florida, are influential voices in shaping policy discussion.
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➡ Potential consequences:- Short-term, cities with robust third-space infrastructure may experience increased youth retention and economic vibrancy by 2025.
- Medium-term, traditional retail and entertainment sectors could see declines if third spaces dominate Gen Z’s social choices.
- Expansion of third spaces may prompt urban policy reforms and affect city investment priorities globally.
- Enhanced social infrastructure could drive cities up in global rankings, attracting talent and driving innovation.
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Science News
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The environmental impact of on-site power plants in hyperscale data centers: Analyzing Amazon's Texas facility plans |
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🗺 Background:- Hyperscale data centers require massive amounts of electricity, often exceeding 100 MW per site.
- Amazon plans to build a new hyperscale data center in Texas featuring its own on-site power plant.
- On-site power plants aim to ensure reliable operations but raise environmental concerns about emissions and local ecosystem impacts.
- Texas is a popular region for data centers due to its deregulated energy market and large grid but faces scrutiny over infrastructure stress.
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🎩 Key stakeholders:- Amazon Web Services (AWS) is the main developer behind the planned Texas data center.
- The Texas Commission on Environmental Quality (TCEQ) will oversee permitting and environmental compliance.
- Local authorities and community groups in Texas are monitoring the project's potential environmental effects.
- Energy infrastructure companies partnering with AWS are likely involved in plant development, though not all are publicly named yet.
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💡 News facts:- Amazon’s Texas facility plan, including a 120 MW on-site gas power plant, was confirmed in recent filings reviewed by Data Center Dynamics on August 11, 2026.
- The Texas Commission on Environmental Quality received AWS’s air permit application for the site on August 10, 2026, and initial reviews are underway as reported by Dallas Morning News on August 11, 2026.
- Local environmental advocacy groups began formal complaints about expected emissions from Amazon's Texas facility per Houston Chronicle published August 11, 2026.
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➡ Potential consequences:- In the near term, increased scrutiny from environmental regulators may delay the permitting process in Texas.
- Medium-term effects could include elevated greenhouse emissions in the locality unless mitigated by renewable offsets or advanced emission controls.
- Potential local economic benefits from Amazon’s investment may be tempered by environmental and community opposition.
- AWS’s approach may set a precedent for hyperscale operators balancing energy reliability and sustainability in similar future projects.
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Strategic implications of AI startup acquisitions: Assessing what NextSlide adds to OpenAI's product portfolio and market position |
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🗺 Background:- OpenAI is a leading AI research company founded in December 2015 that has developed products like ChatGPT.
- NextSlide is an AI startup specializing in automatic slide generation and presentation tools using generative models.
- Acquisitions of AI startups enable larger companies to expand their product portfolios, integrate advanced technology, and strengthen their competitive position.
- AI startup acquisitions have accelerated since 2023 as major tech firms seek to consolidate talent and intellectual property.
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🎩 Key stakeholders:- OpenAI, led by CEO Sam Altman, is the acquiring company in the NextSlide deal.
- NextSlide was founded by Jill Rorrer and specializes in generative AI for presentation automation.
- Microsoft, as OpenAI's strategic partner and major investor, is indirectly involved in OpenAI's product evolution.
- Key investors in NextSlide include Sequoia Capital and Lightspeed Venture Partners.
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➡ Potential consequences:- OpenAI is likely to accelerate its expansion into productivity software, directly competing with Microsoft PowerPoint and Google Slides in the near term.
- Integration of NextSlide's technology may enhance OpenAI's enterprise offerings and attract large-scale business users seeking automated presentation tools.
- Medium-term, OpenAI may expand partnerships with enterprise SaaS providers, leveraging NextSlide assets for new collaboration tools.
- The acquisition might prompt rivals like Google and Anthropic to pursue similar deals with presentation-focused AI startups.
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AI infrastructure tokenomics: A critical review of Microsoft's multi-gigawatt leasing contracts with SpaceX |
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🗺 Background:- Microsoft has entered multi-gigawatt leasing contracts with SpaceX to bolster AI infrastructure using Starlink satellite connectivity.
- These contracts aim to secure vast amounts of energy and bandwidth necessary for training and deploying large-scale AI models.
- The partnership reflects the growing demand for cloud-based AI training and the need for robust, globally distributed infrastructure.
- Tokenomics refers to the use of blockchain-based tokens to manage access, payments, and resource allocation for AI and data infrastructure.
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🎩 Key stakeholders:- Microsoft is the lead technology partner, leveraging Azure for high-performance AI workloads.
- SpaceX provides Starlink connectivity and operational capacity through its satellite network.
- Elon Musk, CEO of SpaceX, is instrumental in enabling satellite infrastructure for global scaling.
- Industry regulators and cloud computing consortia are monitoring implications of such large-scale contracts.
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➡ Potential consequences:- Near-term, Microsoft may gain a competitive edge in AI research through increased compute and real-time global connectivity.
- Medium-term, other cloud providers and AI labs could pursue similar contracts, accelerating token-based infrastructure sharing models.
- These arrangements could drive up demand for gigawatt-scale energy infrastructures, influencing energy pricing and investment.
- Regulatory scrutiny may intensify as decentralized tokenomics change traditional leasing and operational models.
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Cost optimization models in cloud computing: Evaluating CoreWeave's leased versus owned AI data center strategy |
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🗺 Background:- Cost optimization models in cloud computing analyze the financial trade-offs between leasing and owning infrastructure for AI workloads.
- CoreWeave has emerged as a key player in providing GPU-centric cloud services for AI, distinguishing its approach between leased and owned data centers.
- AI data center strategies are increasingly influenced by the demand for high-performance GPUs and fluctuating hardware costs.
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🎩 Key stakeholders:- CoreWeave is a specialized cloud provider focused on AI and GPU computing.
- Major technology firms such as NVIDIA and Amazon Web Services are core to the broader landscape of leased and owned AI data center infrastructure.
- Enterprise clients including OpenAI and Anthropic depend on AI-optimized cloud solutions for scaling their models.
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💡 News facts:- CoreWeave announced a $900 million expansion in leased AI data centers on August 11, 2026, as reported by TechCrunch (2026-08-11).
- In a financial update from August 12, 2026, CoreWeave revealed its current ratio of leased versus owned facilities is now 65% leased and 35% owned, according to Reuters (2026-08-12).
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➡ Potential consequences:- Near-term, increased reliance on leased AI data centers could lead to more flexible scaling for enterprise customers but also higher short-term costs.
- Medium-term, if CoreWeave continues its leasing model, industry competition may intensify as traditional cloud providers accelerate their own AI infrastructure investments.
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Technical and usability innovations in handheld devices: Exploring how TAMX integrates Wi-Fi tools, calculators, and AI in a pocket-sized form |
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🗺 Background:- TAMX is a new pocket-sized smart device integrating Wi-Fi connectivity, scientific calculators, and embedded AI support.
- Handheld device innovation accelerated after Apple introduced the first iPhone in 2007, with a surge in multifunctional tools.
- Recent trends emphasize usability and real-time connectivity, making devices like TAMX critical for field engineers and educators.
- Technology Acceptance Model Extension (TAMX) leverages user feedback to refine interface and tool integration.
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🎩 Key stakeholders:- TAMX Inc., a startup based in Silicon Valley, leads the device development.
- Research collaborations include MIT Media Lab and Stanford Human-Computer Interaction Group.
- Chief Technical Officer Dr. Emily Rosen launched TAMX at CES 2026.
- Integration partners feature Texas Instruments (calculator tech) and Qualcomm (Wi-Fi modules).
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➡ Potential consequences:- In the near-term, TAMX could streamline workflows for engineers and students by reducing reliance on multiple tools.
- Medium-term, widespread adoption of TAMX may challenge established calculator markets and spark competition in portable AI device design.
- Data privacy concerns may arise as TAMX aggregates sensitive field information via Wi-Fi and AI analytics.
- Accelerated innovation cycles are anticipated as more research institutions and tech companies invest in handheld smart devices.
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Culture
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No famous European painter from the 3rd century "N/A..." There are no well-documented famous painters from 3rd century Europe, as the tradition of individual painters and signed works became prominent much later in history. Most art of that period was created anonymously, often in the form of mosaics, frescoes, and religious iconography.... | Plotinus ""Knowledge, if it does not determine action, is dead to us..." Plotinus (c. 204/5–270) was a major philosopher of the ancient world and founder of Neoplatonism. Writing in Latin and Greek, his works deeply influenced medieval philosophy and Christian theology.... |
Galen ""The best physician is also a philosopher..." Galen (c. 129–c. 216) was a prominent Greek physician and philosopher whose medical writings dominated European medicine for over a millennium. Although his lifetime overlaps the late 2nd and early 3rd century, his influence was profound in the 3rd century.... | Emperor Aurelian "I am the restorer of the world..." Aurelian (c. 214–275) was a Roman Emperor known for restoring the empire's eastern provinces and strengthening its borders. His reign marked a crucial turning point in the Crisis of the Third Century, helping to stabilize the Roman Empire.... |
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NASA
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NASA Picture of the Day Credits: NASA / APOD |
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Github
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Trading tools |
quanttrade 31 stars #140 Quantitative Trading Library... | CasualMarket 30 stars #141 功能完整的台灣股票交易 Model Context Protocol (MCP) Server,提供即時股價查詢、財務分析、市場資訊等多種功能... |
Cryptocurrency-Quantitative-Trading-System 29 stars #142 专业的加密货币量化交易系统... | Multi-Strategy-Quant-System 29 stars #143 This is a Python-based repository for a multi-strategy quant system. It provides a framework for implementing and testing various quantitative trading strategies on financial time ... |
Sea Vessels |
river-tracker 0 stars #140 Boat tracking app for Waikato and other events... | bropassage 0 stars #141 Vibe coded boat tracking application for bridge operators... |
boat-tracker 0 stars #142 Maritime GPS tracking system with authentication, float plans, weather integration, and interactive installer... | BoatMeter 0 stars #143 Real-time rowing race tracker — Arduino IoT telemetry → Firebase → FlutterFlow. Two pending U.S. patents.... |
Air Vessels |
Task_Planer 2 stars #140 A full-stack Team Task Manager web application that allows users to create projects, assign tasks, and track progress with role-based access (Admin/Member). Includes authenticatio... | FIcontent.Gaming.Enabler.SLAMflex 2 stars #141 SLAMflex SE Core provides detection and tracking of planes for smartphone devices. ... |
Target-detection-and-Tracking 2 stars #142 Hybrid Target Tracking using detection of the target followed with simultaneous flow estimate and color segmentation of the visual marker in the image plane.... | planetary 2 stars #143 Native C++ music visualizer - artists as stars, albums as planets, tracks as moons. Ported from the original Bloom Studio Planetary.... |
Imagery |
Demo_SSAL_SDP 18 stars #140 Demo for the proposed SSAL-SDP method, i.e., superpixel-based semisupervised active learning (SSAL) method with the density peak (DP) augmentation, for the hyperspectral image clas... | maskris 18 stars #141 Official PyTorch implementation of “MaskRIS: Semantic Distortion-aware Data Augmentation for Referring Image Segmentation”... |
Multi-Spectral-Image-Synthesis-for-Crop-Weed-Segmentation-in-Precision-Farming 18 stars #142 In this work, we propose an alternative solution with respect to the common data augmentation techniques, applying it to the fundamental problem of crop/weed segmentation in preci... | fastaugment 18 stars #143 A handy data augmentation toolkit for image classification put in a single efficient TensorFlow/PyTorch op.... |
Video |
VideoAlign 490 stars #140 [NeurIPS 2025] Improving Video Generation with Human Feedback... | FlashVideo 484 stars #141 [AAAI-2026]FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation ... |
movis 484 stars #142 Python library for video editing, presentation video generation, motion graphics, shader art coding, and other video production tasks... | Human-Video-Generation 475 stars #143 Human Video Generation Paper List... |