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Risenshine! Here is digest of signals harvested on 2026-05-04.
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Markets
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International - 05/04 |
-2.0553% +3.1087% MoM | -2.689% -0.0226% MoM | -1.0953% +0.1831% MoM | -2.5997% +2.7986% MoM |
-2.5997% +2.7986% MoM | -3.215% -0.9043% MoM | -1.2643% +6.4375% MoM | -3.3117% +0.2372% MoM |
-0.3923% +1.3573% MoM | -2.5407% +1.2492% MoM | -1.845% +5.8891% MoM | -0.5841% +2.9395% MoM |
-0.3284% +2.8515% MoM | -1.0281% +2.8889% MoM | +0.4779% +26.806% MoM | -1.3667% +0.795% MoM |
-1.6943% -0.1054% MoM | -0.9202% -3.1484% MoM | +0.0847% +4.6598% MoM | -1.3737% -1.2229% MoM |
-2.5167% +3.3206% MoM | +0.7979% +1.6631% MoM | +0.7497% +11.841% MoM | -1.1901% +4.3003% MoM |
-1.1194% +1.8447% MoM |
Commodities - 05/04 |
-1.8361% -2.8622% MoM | -3.2362% -0.0151% MoM | +3.5154% +6.3912% MoM | -1.6166% -1.4414% MoM |
+0.3913% +3.4457% MoM | -0.87% +6.6905% MoM | -1.7389% +3.7901% MoM | +3.408% -2.5945% MoM |
+1.0323% +4.3466% MoM | +0.3748% +5.4705% MoM | -2.0711% +12.4943% MoM | -1.9883% +18.9223% MoM |
Favorites - 05/04 |
+1.2764% +3.9103% MoM | -4.8071% +55.8763% MoM | -0.0217% +11.1216% MoM | -0.7105% +10.921% MoM |
+5.8808% +25.0069% MoM | -1.6629% -4.2245% MoM | +1.0442% +27.3843% MoM | +2.2433% +9.9256% MoM |
+0.4172% +5.5244% MoM | -4.0629% +36.1834% MoM | -2.1483% +91.9651% MoM | +7.2647% +53.9602% MoM |
-5.4347% +33.1345% MoM | -0.582% +49.7489% MoM | -1.1637% +6.9613% MoM | -3.21% -3.9796% MoM |
Sectors - 05/04 |
-0.4551% +8.8689% MoM | -0.4822% -1.2442% MoM | -0.626% +3.4383% MoM | -0.7559% +5.3281% MoM |
-0.7622% +34.3214% MoM | -0.5687% -4.5115% MoM | -0.832% +5.8657% MoM | -4.4965% +2.5165% MoM |
+0.048% -1.8357% MoM | -1.3009% +25.5804% MoM |
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Gainers
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| SKK Holdings Limited Class A Ordinary Shares +770.9% SKK Holdings Ltd is a civil engineering service provider that specializes in subsurface utility works in Singapore. It constructs and maintains various public works and infrastruct... |
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Losers
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Xanadu Quantum Technologies Limited Class B Subordinate Voting Shares -59.1% Xanadu Quantum Technologies Ltd specializes in designing photonic devices and the platforms around them, including the experimentation and development of quantum computers availabl... | Jaguar Health, Inc. -56.3% Jaguar Health Inc is a commercial-stage pharmaceutical company developing novel proprietary prescription medicines sustainably derived from plants from rainforest areas for gastroi... |
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Business
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Impact of Iran war on global oil prices and financial markets |
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🗺 Background:- Iran's involvement in regional conflict has historically influenced global oil prices, notably during the 1979 Iranian Revolution and subsequent Gulf crises.
- Iran is OPEC's third-largest oil producer, contributing about 3.8 million barrels daily as of 2023.
- Escalation in Iran war risks disrupting transport in the Strait of Hormuz, through which roughly 20% of global oil supply transits.
- Past geopolitical tensions in the Middle East have led to volatility in global financial markets, impacting energy stocks, currencies, and commodity prices.
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🎩 Key stakeholders:- Major oil corporations like ExxonMobil, Saudi Aramco, and BP are monitoring developments due to exposure to Middle Eastern supply chains.
- Central banks, including the U.S. Federal Reserve and European Central Bank, assess the risk of oil price-driven inflation spikes.
- Financial institutions such as BlackRock and JPMorgan adjust portfolio allocations amid increased market volatility.
- Global bodies like the International Energy Agency (IEA) and OPEC provide real-time analysis of oil market disruptions.
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➡ Potential consequences:- Near-term: Crude oil prices may remain elevated, with Brent potentially surpassing $100 per barrel, increasing global transportation and manufacturing costs.
- Near-term: Stock market volatility is likely, especially in energy and industrial sectors, as investors react to uncertainty in supply chains.
- Medium-term: Persistent conflict could destabilize currencies in oil-importing countries and provoke inflation spikes, prompting central bank intervention.
- Medium-term: Prolonged supply disruption may accelerate investment in alternative energy sources and prompt international diplomatic efforts to stabilize the region.
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Advancements and supply challenges in drone interceptor technology for NATO and British military |
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🗺 Background:- Drone interceptor technology is increasingly critical for NATO and the British military in countering hostile UAV threats.
- Recent conflicts in Ukraine and the Middle East have intensified demand for effective anti-drone systems.
- Supply chain constraints and rapid technological advancements are influencing procurement strategies.
- Both kinetic and electronic countermeasures are primary methods explored for intercepting drones.
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🎩 Key stakeholders:- British defence companies like MBDA, Thales, and QinetiQ are leading suppliers of counter-drone solutions.
- NATO committees, the UK Ministry of Defence, and Allied Rapid Reaction Corps oversee operational deployments.
- Key figures include UK Defence Secretary Grant Shapps and NATO Supreme Allied Commander Europe Christopher Cavoli.
- Technology partners such as Leonardo and Northrop Grumman contribute to research and system integration.
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➡ Potential consequences:- Short-term operational readiness could be impacted by ongoing supply chain disruptions, delaying deployment of advanced interceptors.
- Rising investment in domestic microchip manufacturing may accelerate within the UK defence sector.
- Allied interoperability may improve as standardized protocols for UAV interception are adopted.
- Medium-term, increased automation in interception systems could redefine airspace defense strategies for NATO and the UK.
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Financial literacy and congressional response to US national debt |
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🗺 Background:- The U.S. national debt as of March 31, 2026, reached $31.27 trillion, surpassing the nation's GDP for the first time since World War II.
- Financial literacy initiatives are coordinated by federal entities such as the Financial Literacy and Education Commission (FLEC), established in 2003.
- The field of financial education has evolved rapidly due to new technologies, scams, and policy priorities identified in national strategy reviews.
- Congressional focus on fiscal policy has become more urgent as high deficits and debt growth rates threaten economic stability.
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🎩 Key stakeholders:- The Financial Literacy and Education Commission (FLEC) coordinates federal responses related to financial education policy.
- Key individuals include Maya MacGuineas, president of the Committee for a Responsible Federal Budget, and President Donald Trump, who shapes economic messaging.
- The Congressional Budget Office (CBO) regularly produces forecasts and analysis shaping congressional debate on the national debt.
- The National Endowment for Financial Education (NEFE) provides data and recommendations to federal agencies on financial literacy strategy.
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💡 News facts:- On April 30, 2026, new data showed U.S. national debt hit 100.2% of GDP for the first time since 1946, with total debt at $31.27 trillion and GDP at $31.22 trillion, as reported by Yahoo Finance: https://finance.yahoo.com/economy/policy/articles/us-national-debt-now-bigger-083520176.html (published May 1, 2026).
- NEFE detailed its official response to the updated U.S. National Strategy for Financial Literacy, noting 83% of adults support mandatory high school personal finance education, per their April 7, 2026 summary: https://www.nefe.org/news/2026/04/nefe-response-to-the-us-national-strategy-for-financial-literacy.aspx.
- The Congressional Joint Economic Committee reported on April 27, 2026, that total national debt stood at $38.96 trillion, with the debt increasing by over $2.77 trillion in one year: https://www.jec.senate.gov/public/index.cfm/republicans/debt-dashboard (published April 27, 2026).
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➡ Potential consequences:- Near-term: The rapidly rising debt-to-GDP ratio may prompt new congressional budget negotiations or calls for tax/spending reforms within the year.
- Medium-term: Continued debt growth could lead to reduced fiscal flexibility, higher interest payments—forecast at nearly 15% of outlays by 2028—and possible downgrades by credit rating agencies.
- Persistent low financial literacy could exacerbate public misunderstanding of fiscal challenges, reducing support for necessary but difficult policy changes.
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Restructuring moves at major corporations: Adani Group and Meta |
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🗺 Background:- The Adani Group is an Indian multinational conglomerate with interests in sectors such as infrastructure, energy, and logistics.
- Meta Platforms, Inc. (formerly Facebook Inc.) is a leading global technology company specializing in social media and virtual reality.
- Both Adani Group and Meta have announced significant restructuring measures in response to evolving business strategies and market pressures.
- Recent corporate restructuring activity globally reflects broader trends of economic adaptation in large conglomerates.
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🎩 Key stakeholders:- Gautam Adani serves as Chairman of the Adani Group.
- Mark Zuckerberg is the CEO of Meta Platforms, Inc.
- Institutional investors, including major pension and sovereign funds, have significant stakes in both firms.
- India's Ministry of Corporate Affairs and U.S. Federal Trade Commission may monitor impacts of restructuring moves.
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➡ Potential consequences:- Adani's restructuring may improve operational efficiency and access to capital but could prompt regulatory reviews.
- Meta's new layoffs could boost short-term profitability yet magnify concerns around workforce morale and innovation.
- Streamlining efforts may set benchmarks for further industry-wide restructuring among large Indian and global conglomerates.
- Medium-term, both companies may achieve greater business focus and risk mitigation, but face scrutiny from market analysts.
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Elon Musk vs Sam Altman: Legal disputes over OpenAI and corporate cross-dealing |
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🗺 Background:- Elon Musk co-founded OpenAI alongside Sam Altman and Greg Brockman in 2015, initially establishing it as a nonprofit dedicated to AI development for humanity's benefit.
- OpenAI formally shifted to a for-profit subsidiary structure in October 2025, drawing criticism from Musk who alleges this violated the original nonprofit mission.
- Musk claims he contributed $38 million with the understanding OpenAI would remain nonprofit, but the organization has now reached valuations as high as $1 trillion.
- The legal dispute began in 2024 when Musk sued, demanding the unwinding of OpenAI's for-profit restructuring and removal of Altman and Brockman from executive roles.
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🎩 Key stakeholders:- Elon Musk is the plaintiff, a co-founder and early funder of OpenAI, currently CEO of Tesla, SpaceX, and xAI.
- Sam Altman is the current CEO of OpenAI and a primary defendant in the lawsuit.
- Greg Brockman, OpenAI's president, is also a defendant, and Microsoft is a major corporate partner and investor in OpenAI.
- Judge Yvonne Gonzalez Rogers presides over the trial in the federal courthouse in Oakland, California.
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➡ Potential consequences:- A ruling in Musk's favor could force OpenAI to revert to nonprofit status, oust its leadership, and delay or block its anticipated IPO.
- If OpenAI prevails, it could solidify its corporate structure, proceed with fundraising, and continue commercial AI development with Microsoft and other partners.
- The dispute is likely to intensify rivalry in the AI sector, including between xAI and OpenAI, and may set legal precedents for AI governance and ownership.
- Public and regulatory scrutiny of AI companies' structures and mission alignment is expected to grow, influencing governance approaches for the entire industry.
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Science News
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Testing and Implications of Bohmian Mechanics in Modern Quantum Physics |
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🗺 Background:- Bohmian Mechanics, introduced by David Bohm in 1952, offers a deterministic interpretation of quantum physics.
- It provides an alternative to the standard Copenhagen interpretation, focusing on particle trajectories guided by a wave function.
- Recent advances in quantum foundations have renewed interest in experimental tests of Bohmian approaches.
- Bohmian Mechanics has been applied to quantum computing, cryptography, and fundamental theory debates.
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🎩 Key stakeholders:- David Bohm (1926-1992) was the founder of Bohmian Mechanics; his work is now evaluated by quantum theorists.
- Institutions like the Perimeter Institute for Theoretical Physics and MIT regularly publish analyses on quantum foundations.
- Leading physicists such as Shelly Goldstein (Rutgers) and Antoine Tilloy (CEA Paris-Saclay) contribute to Bohmian research.
- Quantum technology companies including D-Wave and IBM are monitoring implications of Bohmian interpretations for hardware development.
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➡ Potential consequences:- Near-term, successful experimental validation could expand quantum hardware design options for companies such as IBM and D-Wave.
- Medium-term, Bohmian-based theoretical refinements may influence how quantum randomness and causality are taught in academia.
- Wider acceptance might catalyze new lines of quantum encryption and inform protocols for ultra-secure communications.
- Persistent debate could foster further collaborations between engineering and theoretical physics communities.
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Environmental Claims of Next-Generation Cryptocurrencies: Auditing Energy Usage |
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🗺 Background:- Next-generation cryptocurrencies are actively addressing environmental concerns by shifting from proof-of-work to proof-of-stake consensus mechanisms.
- Bitcoin mining consumes approximately 91 terawatt-hours of electricity annually, making sustainability efforts in digital currencies critical since 2023.
- Auditing energy usage has become a priority for stakeholders as regulatory interest in cryptocurrency's environmental impact intensifies.
- Major blockchain networks like Ethereum completed the transition to proof-of-stake in September 2022 to reduce their carbon footprint.
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🎩 Key stakeholders:- Vitalik Buterin, co-founder of Ethereum, has advocated for greener blockchain technology since the network's shift to proof-of-stake.
- Companies such as Chainlink, Cardano, and Solana are prominent in the push for energy-efficient cryptocurrency protocols.
- The Crypto Climate Accord, including institutions like Ripple and the Energy Web Foundation, aims for net zero emissions in all blockchains by 2030.
- Regulatory bodies like the U.S. Securities and Exchange Commission (SEC) increasingly demand transparent energy auditing from crypto companies.
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➡ Potential consequences:- Increased transparency of energy usage may strengthen investors' confidence and attract institutional capital in the the near-term.
- Public release of precise energy metrics could catalyze regulatory developments and set international standards within 6-12 months.
- Medium-term, companies failing to meet evolving environmental standards may face restricted market access or legal penalties.
- Successful energy auditing practices may enable next-generation cryptocurrencies to outcompete legacy systems in global adoption.
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Mechanisms of Oak Trees' Defensive Adaptations to Caterpillar Infestations |
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🗺 Background:- Oak trees (Quercus spp.) are frequently targeted by caterpillars such as the gypsy moth (Lymantria dispar) during spring and summer months.
- Defensive adaptations include production of tannins, phenolic compounds, and volatile organic signals that deter feeding and recruit predators.
- Research since the 1990s has demonstrated that oak trees are capable of both constitutive and induced responses to herbivory.
- Understanding these mechanisms is essential for forest management and predicting ecosystem resilience.
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🎩 Key stakeholders:- Forest ecologists at institutions like the University of Oxford and USDA Forest Service actively study oak-caterpillar dynamics.
- Local forestry agencies in Europe and North America monitor caterpillar outbreaks and implications for native oak populations.
- Tree genomics companies, such as ArborGen, are interested in enhancing oak resistance through genetic research.
- Conservation NGOs, including the Woodland Trust, support public education and habitat preservation regarding oak health.
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➡ Potential consequences:- In the near-term, increased oak defensive compound production may reduce caterpillar survival and forest leaf loss by as much as 30% compared to untreated trees.
- Medium-term ecological outcomes include improved oak regeneration rates and more stable food webs, but sustained outbreaks could necessitate expanded biological control efforts.
- Enhanced understanding may prompt forestry policy updates and influence commercial tree breeding strategies.
- Ongoing research could lead to biotechnological applications in other hardwood species prone to insect herbivory.
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The Role and Outcomes of the Colombia Summit in Global Fossil Fuel Policy |
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🗺 Background:- The Santa Marta Summit, held from April 24-29, 2026 in Colombia, was the first international conference solely focused on transitioning away from fossil fuels.
- Nearly 60 countries attended, representing one-third of the global economy, to debate practical ways to phase out coal, oil, and gas.
- The summit was co-hosted by Colombia and the Netherlands as a response to failed attempts at COP30 to formally establish a fossil fuel roadmap.
- A science pre-conference with 400 academics launched a new science panel for bespoke energy transition analysis, indicating a commitment to evidence-driven policy.
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🎩 Key stakeholders:- Key co-hosts included Colombia's Environment Minister Irene Vélez Torres and the Netherlands, driving leadership in global fossil fuel policy.
- Participants included ministers and envoys from nearly 60 countries, the European Union, Indigenous groups, academics, trade unions, and business representatives.
- Major fossil fuel producers such as Canada, Norway, Angola, and Brazil attended, but the United States, China, Saudi Arabia, and Russia were absent.
- Ireland and Tuvalu were announced as co-hosts for the second summit in 2027, signaling expanding international cooperation.
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💡 News facts:- The summit concluded on April 29, 2026, in Santa Marta, Colombia, with nations developing national roadmaps, new tools for subsidy reform, and a science panel for agile energy transition support - https://www.carbonbrief.org/santa-marta-key-outcomes-from-first-summit-on-transitioning-away-from-fossil-fuels/ (April 30, 2026)
- Approximately 60 countries and social groups attended, setting up three workstreams on roadmap design, financial reforms, and trade decarbonization at the final plenary on April 29, 2026 - https://www.climatechangenews.com/2026/04/30/santa-marta-summit-kick-starts-work-on-key-steps-for-fossil-fuel-transition/ (April 30, 2026)
- Conference organizers declared participants left with a political mandate to establish formal negotiations for a Fossil Fuel Treaty within one year; Tuvalu and Ireland will co-host the 2027 summit - https://hobenews.com/colombia-fossil-fuel-conference-santa-marta-2026/ (May 1, 2026)
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➡ Potential consequences:- Near-term, Colombia's summit outcomes will contribute to Brazil's informal fossil fuel roadmap process at COP30 and launch formal negotiations for a Fossil Fuel Treaty.
- Medium-term, new international workstreams may accelerate national clean energy transitions by reducing subsidies and unlocking investment, especially in the Global South.
- The absence of the United States, China, Saudi Arabia, and Russia may limit global momentum, but increased collaboration among major producers could set new standards.
- A strengthened science panel and future summits could foster rapid, evidence-based policy changes, influencing COP31 in Turkey and broader UN climate negotiations.
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Anthropic's Valuation Surge: Impacts on the AI Industry Investment Landscape |
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🗺 Background:- Anthropic is an artificial intelligence company founded in 2021 by former OpenAI researchers.
- The company focuses on AI safety and has developed the Claude series of large language models.
- Anthropic's valuation has surged due to strategic investments from major tech players.
- Recent expansions in AI capabilities have driven increased attention from industry investors.
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🎩 Key stakeholders:- Anthropic's leadership includes Dario Amodei and Daniela Amodei, both formerly of OpenAI.
- Key investors include Amazon, Google, and Salesforce, each with multimillion-dollar stakes.
- Major institutions monitoring the AI sector include Stanford University and MIT.
- Competing AI firms such as OpenAI and Google DeepMind are closely impacted by Anthropic's activities.
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➡ Potential consequences:- Near-term, increased funding will accelerate Anthropic's model development and commercialization.
- Medium-term, the surge in valuation is likely to intensify competition in the generative AI market.
- Venture capital flows to AI startups may increase as confidence grows in the sector's profitability.
- Regulatory scrutiny may intensify as Anthropic and peers reach higher valuations and influence.
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Culture
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Behzad "Art is the mirror held up to nature, reflecting the soul's deepest truth..." Kamal ud-Din Behzad was a Persian painter and head of the royal ateliers in Herat and Tabriz during the late 15th and early 16th centuries. He is considered one of the greatest Persian miniature painters and greatly influenced the style of Persian and Mughal miniatures.... | Fuzûlî "Love is the fire that burns away the veils of the heart..." Fuzûlî was an Ottoman poet who wrote in Azerbaijani, Persian, and Arabic during the 16th century, known for his lyrical and mystical poetry. His works deeply influenced the development of Azerbaijani literature and are celebrated for their emotional intensity and rich imagery.... |
Taqi al-Din "The pursuit of knowledge is the path to understanding the divine order of the universe..." Taqi al-Din was an Ottoman polymath active in the 16th century, known for his contributions to astronomy, engineering, and mechanics. He built one of the earliest observatories in Istanbul and made advances in astronomical instruments and timekeeping devices.... | Suleiman the Magnificent "If the world were mine to give, I would give it to the one who can rule it justly..." Suleiman the Magnificent was the tenth and longest-reigning Sultan of the Ottoman Empire, ruling from 1520 to 1566. He presided over the apex of the Ottoman Empire's political, military, and cultural power, and was also a patron of the arts and legal reform.... |
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NASA
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Superplumes Inside Earth (2026-05-04)
Credits: NASA / APOD |
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Github
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Trading tools |
Deep-Learning-in-Quantitative-Trading 415 stars #40 This code is for the book... | trading-strategy 361 stars #41 Python framework for quantitative financial analysis and trading algorithms on decentralised exchanges... |
RLQuant 354 stars #42 Applying Reinforcement Learning in Quantitative Trading... | algo_trading_and_quant_strategies 327 stars #43 Supplemental Material for Algorithmic Trading and Quantitative Strategies... |
Sea Vessels |
Boat-Tracker 1 stars #40 Application for Tracking Boats based on http://gae.yb.tl/Flash... | Boat-Navigation-and-Motion-Tracking-System 1 stars #41 |
Autonomous-Boat---Trash-detection-and-Tracking- 1 stars #42 | sailplotter 1 stars #43 Analyzes GPS tracks from sail boats... |
Air Vessels |
AdaptiveControllerTrackingError 18 stars #40 In recent years, Unmanned Aerial Vehicles (UAVs) have evolved from a passive to an active rol in plentiful applications. Hence, it is necessary to consider new ways to fly in order... | PlaneCam 15 stars #41 Motorised camera module for optically tracking planes using their coordinates received over ADS-B... |
nearPlane 15 stars #42 ✈️ A real-time, portable aircraft tracker for the M5StickC Plus 2 using the adsb.lol API. Features a multi-page display, emergency alerts, and easy web-based setup.... | awesome-planespotting-list 14 stars #43 This GitHub repository provides users with a collection of links to trackable aircraft for any websites running a tar1090. This includes ADSBx, ADBS.fi, ADSB.lol, and others. The r... |
Imagery |
smallcap 126 stars #40 SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation... | RIPE 114 stars #41 [ICCV 2025] Keypoint detection and description learned from image pairs only - no depth, no pose, no artificial augmentation required.... |
tta_wrapper 112 stars #42 Test Time image Augmentation (TTA) wrapper for Keras model.... | Dual-Normalization 110 stars #43 [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization... |
Video |
ttt-video-dit 2414 stars #40 Official PyTorch implementation of One-Minute Video Generation with Test-Time Training... | Stable-Video-Infinity 2387 stars #41 [ICLR 26 Oral] Stable Video Infinity: Infinite-Length Video Generation with Error Recycling... |
EasyAnimate 2266 stars #42 📺 An End-to-End Solution for High-Resolution and Long Video Generation Based on Transformer Diffusion... | Paper2Video 2241 stars #43 Automatic Video Generation from Scientific Papers... |