Risenshine!

🗺 Background:

The US resumed military strikes against Iran earlier in July 2026 after the breakdown of an interim agreement and stalled negotiations.
The Strait of Hormuz, a crucial chokepoint, has seen increased conflict, with significant disruption in global oil shipping routes.
Iran and the US have clashed repeatedly over control of strategic waterways, impacting global energy supply chains.
Global oil prices have surged in response to heightened tensions and attacks on shipping vessels in the region.

🎩 Key stakeholders:

Key stakeholders include the United States government, Iranian leadership, and oil firms operating in the Persian Gulf.
Goldman Sachs is actively modeling oil market shifts and pipeline capacities amid the crisis.
Retired Adm. James Stavridis, former NATO commander, is advising on potential military escalation scenarios.
Major shipping companies and insurance providers are recalibrating risk due to hostilities affecting tanker routes.

💡 News facts:

On July 20, 2026, Iran attacked a tanker in the Strait of Hormuz, forcing crew abandonment, during the 10th consecutive night of US airstrikes targeting Iran. https://apnews.com/article/iran-us-hormuz-strait-war-july-20-2026-8b37952906cbec6351fdcc47a0fa6297
As of July 20, 2026, US gas prices are approaching $4 per gallon following the latest oil surge prompted by renewed strikes against Iran after diplomatic talks failed. https://www.businessinsider.com/oil-price-today-iran-war-brent-crude-wti-gas-prices-2026-7#article
Goldman Sachs estimates released July 19, 2026, assert new Mideast pipelines could offset up to 75% of pre-war Gulf oil exports by the end of 2028. https://fortune.com/2026/07/19/global-oil-market-post-iran-export-offsets-hormuz-new-pipline-capacity/

➡ Potential consequences:

Near-term, oil prices are expected to remain elevated as shipping through the Strait of Hormuz faces ongoing disruptions.
Markets are bracing for the possibility of expanded conflict affecting additional chokepoints, such as the Suez Canal.
Medium-term, new pipeline projects may reduce reliance on Hormuz, insulating oil markets by up to 75% within 2 years.
Continued instability may prompt global shifts in oil sourcing and increase security costs for shipping operators.

🗺 Background:

The World Cup 2026 matches in Boston attracted thousands of international visitors to the city during July 2026.
Local small businesses in Boston experienced unprecedented demand, particularly in food, drink, and hospitality sectors.
Boston became a major hub for World Cup activities, resulting in significant increases in local commerce and tourism.
Permanent tattoos and cultural exchanges, such as yerba mate bars, emerged as prominent features during the tournament.

🎩 Key stakeholders:

Small business owners in Boston, including bar and restaurant operators, benefitted directly from the World Cup influx.
FIFA officials, notably President Gianni Infantino, played a key role in organizing and overseeing match logistics across North America.
The Boston city government coordinated event security, transportation, and infrastructure to support World Cup activities.
Local tattoo parlors, Scottish pubs, and BBQ joints were among businesses that saw dramatic spikes in revenue.

💡 News facts:

On July 19, 2026, Fortune reported that some Boston bars did nearly 300% of their weekly business in a single night due to World Cup fans. https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/
Permanent tattoo shops in Boston documented a rush of customers commemorating the World Cup with specialized designs, according to a Fortune article published July 19, 2026. https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/
Visitor demand led to Boston becoming temporarily "drank dry," with Scottish pub owners reporting days of record sales, per Fortune on July 19, 2026. https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/

➡ Potential consequences:

Near-term effects include sustained higher revenues for Boston small businesses throughout the summer tourism peak.
Medium-term consequences may include Boston's increased profile as a destination for global sports tourism and cultural events.
Local infrastructure upgrades prompted by the World Cup could become a legacy benefit for Boston's business climate.
The city may see continued demand for specialized cultural experiences, such as international drink and food options, post-World Cup.

🗺 Background:

China has rapidly scaled its AI ecosystem by embracing open-source models, notably since 2023.
The US AI industry is dominated by closed-source models from companies like OpenAI and Anthropic as of mid-2026.
A divide has emerged in Silicon Valley over whether to prioritize openness versus proprietary approaches in AI development.
Chinese startups’ open-source AI models are increasingly capturing global attention for their speed and accessibility.

🎩 Key stakeholders:

Moonshot AI, a Chinese firm, launched the Kimi model and saw explosive growth in 2026.
OpenAI and Anthropic are leading US competitors with proprietary models.
Key individuals include Yang Xue, CEO of Moonshot AI, and Sam Altman, CEO of OpenAI.
Political leaders such as Xi Jinping and prominent US policymakers influence national AI strategies.

💡 News facts:

On July 20, 2026, Moonshot AI paused new user subscriptions for its Kimi model due to unprecedented GPU demand and rapid user growth. https://www.businessinsider.com/moonshot-kimi-ai-paused-new-users-popularity-2026-7#article
Business Insider reported on July 20, 2026, that China’s latest open-source AI model has triggered alarm in Silicon Valley over competitive threats to US tech firms. https://www.businessinsider.com/open-source-ai-china-kimi-american-ai-industry-openai-anthropic-2026-7#article
On July 19, 2026, Fortune highlighted the rise of inner-circle AI elites in China, linking economic growth and autocratic leadership to new wealth and influence. https://fortune.com/2026/07/19/ai-industry-autocracy-dictator-power-test/

➡ Potential consequences:

Near-term, US firms may face increased pressure to adopt open-source strategies to match China’s pace and user adoption.
Medium-term, dominance of open-source AI in China could erode US market share and technological leadership by 2027.
The divide over open versus closed AI strategies could precipitate regulatory or policy shifts in the US tech sector.
AI-linked economic power may strengthen autocratic leadership and redraw global tech industry alliances.

🗺 Background:

In July 2026, Business Insider reports that everyday items such as a bottle of Coke can cost $6 and an iPhone $2,600 in premium urban centers like Zurich and Geneva.
Global urban centers are experiencing rapid inflation in the costs of basic goods, driving concerns over affordability and quality of life.
Rising prices are intensifying debates about wage stagnation, migration, and access to essential services.

🎩 Key stakeholders:

Major urban population groups, including residents of Zurich, Geneva, and Hong Kong, are most affected by these escalating costs.
Multinational corporations such as Apple and global beverage brands play a direct role in pricing high-demand products in urban centers.
Institutions like Fortune and Business Insider are publishing research and analysis on social and economic impacts.
Migrants and workers, such as Ananya Joshi, face tough decisions due to employment and economic instability linked to cost increases.

💡 News facts:

On July 19, 2026, Business Insider reported Zurich as the most expensive city for everyday items, noting a $6 Coke and $2,600 iPhone, with data highlighting global price disparities for basic goods. https://www.businessinsider.com/world-most-expensive-cities-everday-items-rent-food-iphone-switzerland-2026-7#article
A Fortune article published July 19, 2026, revealed that providing $10 vision glasses to Bangladeshi garment workers could unlock $27 billion in productivity gains, underscoring the link between labor welfare and economic output. https://fortune.com/2026/07/19/garment-workers-glasses-productivity-billions-bangladesh/
On July 20, 2026, Business Insider featured Ananya Joshi, a scientist whose forced migration from the US to Germany due to lost job and H-1B visa process highlights the real-world effects of high costs and shifting employment. https://www.businessinsider.com/opt-to-h1b-visa-lost-job-left-america-moved-germany-2026-7#article

➡ Potential consequences:

In the near term, rising costs may prompt urban residents to relocate to more affordable regions or countries, impacting local economies and migration trends.
Medium-term effects could include increased social unrest, labor strikes, and political advocacy for wage reform as urban affordability crises deepen.
Productivity enhancements through targeted interventions, such as providing vision care to workers, could mitigate some negative impacts if implemented widely.
Persistently high prices for essential goods might exacerbate inequality, strain social services, and accelerate the push for regulatory intervention.

🗺 Background:

Campaign finance and the influence of major donors have become central to several 2026 Senate races, as illustrated by substantial PAC spending.
Social media activity, particularly by former President Donald Trump, is a frequent lever in political messaging but its market impact has diminished according to recent analyses.
Emergence of new Senate challengers is reshaping partisan strategies, especially in battleground states like Michigan and Georgia.
As the 2026 midterms approach, policy outcomes and transparency are increasingly prioritized by analysts and voters.

🎩 Key stakeholders:

Haley Stevens is a Michigan Senate candidate facing scrutiny over $30 million in spending by AIPAC.
Jon Ossoff, a millennial Senator from Georgia, is running a combative re-election campaign centered on opposition to Donald Trump.
Donald Trump remains a polarizing figure in both social media and campaign finance discourse, with his posts no longer significantly affecting stock markets.
AIPAC and Morgan Stanley are key institutions influencing candidate funding and media analysis.

💡 News facts:

On July 19, 2026, Morgan Stanley reported that Trump's social media posts no longer move stock markets as midterms near; focus is shifting to policy outcomes. https://www.businessinsider.com/donald-trump-social-media-stock-market-reaction-morgan-stanley-midterms-2026-7#article
On July 19, 2026, Jon Ossoff launched an aggressive Senate re-election campaign targeting Donald Trump and his sons, branding their administration as corrupt. https://fortune.com/2026/07/19/jon-ossoff-millennial-georgia-senate-trump-prince-don-eric/
On July 19, 2026, Haley Stevens avoided direct comment about AIPAC's $30 million expenditure on her Michigan Senate campaign, despite its substantial effect on the race. https://fortune.com/2026/07/19/aipac-haley-stevens-michigan-senate-spending-israel/

➡ Potential consequences:

Near-term, scrutiny of PAC and donor influence may lead to increased calls for campaign finance reform and greater transparency in Senate races.
Medium-term, diminished market sensitivity to political social media posts could shift candidate strategies toward substantive policy messaging rather than viral online tactics.
The rise of combative new challengers may increase polarization and reshape party narratives, especially in states undergoing demographic shifts.

🗺 Background:

Richard Feynman, in his 1960 book and lecture "The Relation of Mathematics to Physics," discussed the necessity of mathematics for describing physical laws.
Mathematical formalism provides a rigorous framework for expressing the fundamental principles governing nature.
The debate over whether computation underpins the universe has intensified with the rise of digital physics and quantum information science.
Computational models increasingly inform scientific understanding, from cellular automata to quantum computing.

🎩 Key stakeholders:

Richard Feynman is a foundational figure in articulating the relationship between mathematics and physical reality.
Next Big Future is a publishing platform covering advancements in science, technology, and philosophical implications.
Researchers at institutions such as MIT and Caltech are actively exploring computation as a possible core of nature’s laws.
Companies developing quantum computers, including IBM and Google, connect computational formalism to practical applications.

💡 News facts:

On 2026-07-20, Next Big Future published an article examining whether computation is at the root of nature, citing Feynman’s mathematical descriptions of physical laws (https://www.nextbigfuture.com/2026/07/nature-needs-mathematics-for-its-rigorous-description-but-is-computation-at-the-root-of-nature.html).

➡ Potential consequences:

Near-term, further formal investigations could refine physical models and impact quantum computing algorithms.
Medium-term, accepting computation as the foundation of nature may lead to new theoretical breakthroughs in physics.
Integration of mathematical formalism and computational approaches could accelerate discoveries in both fundamental and applied sciences.
Philosophical shifts might occur, redefining scientific realism and the metaphysical understanding of the universe.

🗺 Background:

Netflix announced the acquisition of InterPositive, an AI filmmaking startup co-founded by Ben Affleck, in July 2026.
The purchase aims to enhance Netflix's technology-driven content creation capabilities within the film industry.
AI startups in media are increasingly targeted by major streaming platforms seeking competitive advantages.
High-profile acquisitions often reshape economic relationships between studios, creators, and tech innovators.

🎩 Key stakeholders:

Netflix is the acquiring company, expanding its AI toolkit through this purchase.
InterPositive, co-founded by Ben Affleck and a team of AI engineers, is the acquired startup.
Ben Affleck acts as both a celebrity stakeholder and an entrepreneur in the transaction.
Film industry tech investors and content creators are affected by the ripple effects of this acquisition.

💡 News facts:

Netflix paid $587 million in cash to acquire InterPositive, a startup co-founded by Ben Affleck, as revealed on July 19, 2026. https://techcrunch.com/2026/07/19/netflix-paid-587m-for-ben-afflecks-ai-filmmaking-startup/
The deal, reported on July 19, 2026, highlights the growing value of AI innovation in movie production. https://techcrunch.com/2026/07/19/netflix-paid-587m-for-ben-afflecks-ai-filmmaking-startup/

➡ Potential consequences:

Near-term consequences may include accelerated AI adoption in Netflix's film production pipeline.
Medium-term impacts could involve industry-wide investment shifts towards AI-driven content platforms.
Potential regulatory scrutiny may arise as major streaming giants consolidate technological power.
Competitive dynamics among studios may intensify as a result of high-profile acquisitions like this.

🗺 Background:

Robotaxi development is transforming urban mobility by introducing autonomous vehicles into public transportation systems.
Regulatory debates intensified in 2026 as city governments, technology firms, and transit unions sought clarity on robotaxi operation standards.
The industry is driven by rapid advances in AI navigation systems and sensor technology, with pilot programs in major cities like San Francisco and Shanghai.
Legislative actions and stakeholder negotiations are shaping the direction and pace of robotaxi market rollouts globally.

🎩 Key stakeholders:

Major technology companies such as Waymo (Alphabet), Cruise (GM), and Zoox (Amazon) are at the forefront of robotaxi development.
Regulatory bodies including the California Public Utilities Commission and the U.S. Department of Transportation play central roles in rulemaking.
Transit labor unions and advocacy groups, such as the Teamsters and Safe Streets Coalition, actively lobby for worker protections and public safety.
Prominent individuals include Waymo CEO Tekedra Mawakana, California Governor Gavin Newsom, and Cruise COO Gil West.

💡 News facts:

On July 19, 2026, TechCrunch reported that the California legislature held a landmark hearing to address new robotaxi oversight rules amid rising industry lobbying (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/).
A coalition of labor unions filed an official petition on July 19, 2026, demanding state-level restrictions and job protections for robotaxi deployment (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/).
TechCrunch highlighted that regulatory disagreements remain unresolved at the July 19, 2026 meeting, delaying final approval for expanded robotaxi operations (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/).

➡ Potential consequences:

Near-term delays in robotaxi operations may slow adoption rates and limit public access to autonomous mobility options.
Continued regulatory uncertainty could impact investment decisions by major providers, affecting market competitiveness.
Medium-term outcomes may include new safety standards, job transition programs, and potential local bans in cities resistant to robotaxi deployment.
Long-term, the power balance between regulatory bodies and tech companies will shape the evolution of urban transportation.

🗺 Background:

Data quality has become a central driver in advancing AI model predictability and performance, particularly after July 2026.
Synthetic data factories are being used to generate high-quality training sets, especially for domains like math and programming.
Verification loops enable rapid feedback and correction cycles, improving reliability and accuracy of AI systems.
The focus has shifted from model scaling to mastering data processes and automation for substantial AI leaps.

🎩 Key stakeholders:

Brian Wang and Next Big Future are leading coverage on breakthroughs in AI predictability and performance.
Major AI companies and research institutions are investing in synthetic data factories and verification loop technology since mid-2026.
Key AI researchers have pivoted towards data-centric approaches, with teams specializing in math and programming domains.
Collaborators include interdisciplinary groups from computer science and mathematics, working on robust data pipelines.

💡 News facts:

On July 18, 2026, Next Big Future published that AI progress is now characterized by predictable, substantial advances enabled by data mastery, synthetic data factories, and fast verification loops (https://www.nextbigfuture.com/2026/07/ai-progress-just-became-predictable-heres-the-machine-behind-it.html).

➡ Potential consequences:

In the near term, robust verification loops could significantly increase the reliability and safety of deployed AI systems across industries.
Medium-term consequences may include accelerated innovation in scientific and technical domains, led by high-quality synthetic data generation.
Improved predictability in AI performance could bolster investment and adoption in mission-critical applications, such as autonomous systems.
Data-centric strategies are likely to set new benchmarks for transparency and accountability in AI development and deployment.

Top Voices:

Brian Wang

🗺 Background:

SpaceX and xAI are pioneering a new model for AI data center leasing, integrating commercial satellite networks with compute infrastructure.
The financial analysis highlights the transition from traditional cloud leasing towards ultra-high throughput deals for global AI processing.
Annualized leasing value for these models has rapidly scaled, reaching $27.8 billion with an aggressive 2026 ramp-up.
Key partnerships leverage SpaceX's Starlink and satellite data transport to enable distributed AI workloads at unprecedented scale.

🎩 Key stakeholders:

Elon Musk is the principal leader, overseeing both xAI and SpaceX's expansion into AI data center leasing.
Google is a major client, with its deal projected to ramp to nearly $1 billion per month in 2026.
Other notable stakeholders include Microsoft and Meta, participating in multi-billion-dollar leasing agreements.
Next Big Future contributed to the financial modeling and industry analysis published July 19, 2026.

💡 News facts:

SpaceX/xAI have three major leasing deals established, collectively worth $27.8 billion annualized as of July 19, 2026 (https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html).
Google's contract with SpaceX is ramping up and projected to reach nearly $1 billion per month by late 2026 (https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html).
A month-by-month financial model published July 19, 2026, outlines an expected $82 billion run rate incoming for SpaceX/xAI data center leasing (https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html).

➡ Potential consequences:

Near-term impact includes accelerated global AI infrastructure deployment, reshaping market shares among established cloud providers.
Medium-term consequences may involve reduced costs for distributed AI workloads, boosting innovation across satellite-supported regions.
SpaceX/xAI's leasing dominance could trigger a market realignment, with competitors forced to rethink their infrastructure strategies.
Government and enterprise adoption of SpaceX/xAI models may drive regulatory and interoperability challenges by 2027.

Risenshine! Here is digest of signals harvested on 2026-07-22.
Markets
International - 07/22
Germany (EWG): +0.2541% -0.2528% MoM	France (EWQ): +0.8962% +0.8516% MoM	United Kingdom (EWU): +1.2829% +3.677% MoM	Italy (EWI): +0.9501% +1.067% MoM
Italy (EWI): +0.9501% +1.067% MoM	Spain (EWP): +1.2782% +1.2782% MoM	Netherlands (EWN): +0.7575% -3.0635% MoM	Chile (ECH): -0.1522% -3.5522% MoM
Belgium (EWK): +1.3253% 0% MoM	Germany (EWD): +0.7586% +0.598% MoM	Australia (EWO): +0.3294% -1.159% MoM	China Large-Cap (FXI): -0.3898% +3.1858% MoM
Japan (EWJ): -0.248% -4.5994% MoM	India (INDA): -0.8713% -3.135% MoM	Taiwan (EWT): +1.4764% -8.4865% MoM	Hong Kong (EWH): +1.1081% +5.706% MoM
Singapore (EWS): +1.3287% +7.5193% MoM	Indonesia (IDX): +0.531% +4.9908% MoM	Malaysia (EWM): -0.179% +3.0673% MoM	Saudi Arabia (KSA): +0.6918% -3.094% MoM
Arab Emirates (UAE): -0.7941% -6.2062% MoM	Qatar (QAT): -0.4515% -4.3477% MoM	Israel (EIS): -0.29% -0.6194% MoM	Kuwait (KWT): +0.3208% -3.3074% MoM
Africa (AFK): +1.1947% -3.4714% MoM
Commodities - 07/22
gold (GLD): +1.4754% -1.1051% MoM	silver (SLV): +2.1194% -7.9868% MoM	US oil (USO): +2.3989% +17.0831% MoM	platinium (PPLT): +0.6073% -1.7787% MoM
agriculture (DBA): +0.3208% +5.9674% MoM	carbon (KRBN): +2.6702% +3.3068% MoM	copper (CPER): -0.5818% +1.2626% MoM	gaz (UNG): +1.6827% -10.1529% MoM
corn (CORN): +1.3048% +8.7955% MoM	weat (WEAT): +2.8968% +13.978% MoM	uranium (URA): +2.2609% -12.0513% MoM	lithium (LIT): +0.4488% -15.9622% MoM
Favorites - 07/22
Adobe (ADBE): -2.4916% +13.648% MoM	AMD (AMD): +2.4503% +1.1131% MoM	Microsoft (MSFT): -2.2502% +5.842% MoM	Nvidia (NVDA): +3.3383% +2.6647% MoM
Oracle (ORCL): -0.2243% -27.5918% MoM	Axon (AXON): -2.9384% +21.0033% MoM	Amazon (AMZN): -1.6098% +4.6286% MoM	Alibaba (BABA): -1.1189% +11.127% MoM
JD (JD): -0.6901% +11.8431% MoM	ARM (ARM): -0.9596% -29.6209% MoM	Intel (INTC): -0.5405% -25.5854% MoM	Mu (MU): +0.5896% -19.3858% MoM
Qualcom (QCOM): +2.0461% -20.2118% MoM	Marvel (MRVL): +3.0583% -30.3839% MoM	Apple (AAPL): -1.1671% +9.0586% MoM	Lowe (LOW): +0.1474% -4.9394% MoM
Sectors - 07/22
SP500 (SPY): +0.1951% +0.7187% MoM	healthcare (XLV): -0.3682% +6.3974% MoM	finance (XLF): -0.0802% +4.4041% MoM	real-estate (XLRE): -0.3761% +2.2944% MoM
semi-conductors (SOXX): +1.4601% -14.3891% MoM	aerospace (ITA): +1.1752% -1.3036% MoM	reit (RWR): -0.6802% +5.2911% MoM	transportation (XTN): -0.3782% +1.8273% MoM
agriculture (MOO): +1.1564% +8.0624% MoM	clean energy (QCLN): +0.8473% -17.9283% MoM
Gainers
Zhongchao Inc. Class A Ordinary Shares +249% ZHONGCHAO Inc is an offshore holding company. Through its subsidiaries, it is a platform-based internet technology company offering services to patients with oncology and other dis... learn more		Advanced Biomed Inc. Common Stock +117.9% Advanced Biomed Inc operates through its subsidiaries and is mainly engaged in the research and development of various original microfluidic biochip technologies and the provision ... learn more
Losers
Wetour Robotics Limited Ordinary Shares -82.4% Wetour Robotics Ltd is a technology company operating AI-driven premium travel and mobility services under its Wetour brand. The group is building on its foundation in AI and intel... learn more		China Pharma Holdings, Inc. -77.2% China Pharma Holding Inc is a drug manufacturing company. It is mainly engaged in the development, manufacture, and marketing of pharmaceutical products for human use in connection... learn more
Business
Impact of US-Iran conflict on global oil prices and shipping routes
In the news: Gas prices are creeping close to $4 after oil's latest surge [Business Insider] Tanker attacked in Strait of Hormuz as US strikes Iran for 10th night [Associated Press] The world is looking ahead toward a post-Iran oil market that offsets most Hormuz volumes in a few years as ships reject a U.S.-backed alternate route [Fortune] Markets brace for return to all-out war in Iran amid rising U.S. death toll, while former NATO commander warns Suez Canal could be next [Fortune]
🗺 Background: The US resumed military strikes against Iran earlier in July 2026 after the breakdown of an interim agreement and stalled negotiations. The Strait of Hormuz, a crucial chokepoint, has seen increased conflict, with significant disruption in global oil shipping routes. Iran and the US have clashed repeatedly over control of strategic waterways, impacting global energy supply chains. Global oil prices have surged in response to heightened tensions and attacks on shipping vessels in the region.
🎩 Key stakeholders: Key stakeholders include the United States government, Iranian leadership, and oil firms operating in the Persian Gulf. Goldman Sachs is actively modeling oil market shifts and pipeline capacities amid the crisis. Retired Adm. James Stavridis, former NATO commander, is advising on potential military escalation scenarios. Major shipping companies and insurance providers are recalibrating risk due to hostilities affecting tanker routes.
💡 News facts: On July 20, 2026, Iran attacked a tanker in the Strait of Hormuz, forcing crew abandonment, during the 10th consecutive night of US airstrikes targeting Iran. https://apnews.com/article/iran-us-hormuz-strait-war-july-20-2026-8b37952906cbec6351fdcc47a0fa6297 As of July 20, 2026, US gas prices are approaching $4 per gallon following the latest oil surge prompted by renewed strikes against Iran after diplomatic talks failed. https://www.businessinsider.com/oil-price-today-iran-war-brent-crude-wti-gas-prices-2026-7#article Goldman Sachs estimates released July 19, 2026, assert new Mideast pipelines could offset up to 75% of pre-war Gulf oil exports by the end of 2028. https://fortune.com/2026/07/19/global-oil-market-post-iran-export-offsets-hormuz-new-pipline-capacity/
➡ Potential consequences: Near-term, oil prices are expected to remain elevated as shipping through the Strait of Hormuz faces ongoing disruptions. Markets are bracing for the possibility of expanded conflict affecting additional chokepoints, such as the Suez Canal. Medium-term, new pipeline projects may reduce reliance on Hormuz, insulating oil markets by up to 75% within 2 years. Continued instability may prompt global shifts in oil sourcing and increase security costs for shipping operators.
Read online: https://apnews.com/article/iran-us-hormuz-strait-war-july-20-2026-8b37952906cbec6351fdcc47a0fa6297 https://fortune.com/2026/07/19/global-oil-market-post-iran-export-offsets-hormuz-new-pipline-capacity/ https://fortune.com/2026/07/19/stock-market-today-dow-futures-oil-prices-us-iran-war-death-toll-suez-canal/ https://www.businessinsider.com/oil-price-today-iran-war-brent-crude-wti-gas-prices-2026-7#article
Economic consequences and small business revenue effects from the World Cup in Boston
In the news: Looking back at the World Cup: Fans drank Boston dry, got permanent tattoos, sold out famous BBQ joints, and drove up small business revenue [Fortune] Spain earns $51 million for World Cup win and runner-up Argentina gets $34 million as total payout for all 48 teams hits record-high $871 million [Fortune] Mapped: How FIFA's president criss-crossed North America on a private jet to watch over 40 World Cup games in 39 days [Business Insider] Trump hails World Cup as huge win for America: ‘It turned out we were a soccer country, and I think it’s going to remain’ [Fortune]
🗺 Background: The World Cup 2026 matches in Boston attracted thousands of international visitors to the city during July 2026. Local small businesses in Boston experienced unprecedented demand, particularly in food, drink, and hospitality sectors. Boston became a major hub for World Cup activities, resulting in significant increases in local commerce and tourism. Permanent tattoos and cultural exchanges, such as yerba mate bars, emerged as prominent features during the tournament.
🎩 Key stakeholders: Small business owners in Boston, including bar and restaurant operators, benefitted directly from the World Cup influx. FIFA officials, notably President Gianni Infantino, played a key role in organizing and overseeing match logistics across North America. The Boston city government coordinated event security, transportation, and infrastructure to support World Cup activities. Local tattoo parlors, Scottish pubs, and BBQ joints were among businesses that saw dramatic spikes in revenue.
💡 News facts: On July 19, 2026, Fortune reported that some Boston bars did nearly 300% of their weekly business in a single night due to World Cup fans. https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/ Permanent tattoo shops in Boston documented a rush of customers commemorating the World Cup with specialized designs, according to a Fortune article published July 19, 2026. https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/ Visitor demand led to Boston becoming temporarily "drank dry," with Scottish pub owners reporting days of record sales, per Fortune on July 19, 2026. https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/
➡ Potential consequences: Near-term effects include sustained higher revenues for Boston small businesses throughout the summer tourism peak. Medium-term consequences may include Boston's increased profile as a destination for global sports tourism and cultural events. Local infrastructure upgrades prompted by the World Cup could become a legacy benefit for Boston's business climate. The city may see continued demand for specialized cultural experiences, such as international drink and food options, post-World Cup.
Read online: https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/ https://fortune.com/2026/07/19/spain-world-cup-prize-51-million-second-place-argentina-34-million-total-payout-tournament-871-million/ https://fortune.com/2026/07/19/trump-america-soccer-country-victory-soft-power/ https://www.businessinsider.com/mapped-fifa-gianni-infantino-private-jet-world-cup-2026-7#article
Trends and ramifications of China’s open-source AI strategy for US tech industry competitiveness
In the news: Silicon Valley is freaking out over China's open-source AI strategy [Business Insider] Moonshot’s latest Kimi model is so popular that the company just gated new users [Business Insider] Strong economies, strongman leaders: how China (and America’s) AI boom could create a new class of kowtowing elites [Fortune]
🗺 Background: China has rapidly scaled its AI ecosystem by embracing open-source models, notably since 2023. The US AI industry is dominated by closed-source models from companies like OpenAI and Anthropic as of mid-2026. A divide has emerged in Silicon Valley over whether to prioritize openness versus proprietary approaches in AI development. Chinese startups’ open-source AI models are increasingly capturing global attention for their speed and accessibility.
🎩 Key stakeholders: Moonshot AI, a Chinese firm, launched the Kimi model and saw explosive growth in 2026. OpenAI and Anthropic are leading US competitors with proprietary models. Key individuals include Yang Xue, CEO of Moonshot AI, and Sam Altman, CEO of OpenAI. Political leaders such as Xi Jinping and prominent US policymakers influence national AI strategies.
💡 News facts: On July 20, 2026, Moonshot AI paused new user subscriptions for its Kimi model due to unprecedented GPU demand and rapid user growth. https://www.businessinsider.com/moonshot-kimi-ai-paused-new-users-popularity-2026-7#article Business Insider reported on July 20, 2026, that China’s latest open-source AI model has triggered alarm in Silicon Valley over competitive threats to US tech firms. https://www.businessinsider.com/open-source-ai-china-kimi-american-ai-industry-openai-anthropic-2026-7#article On July 19, 2026, Fortune highlighted the rise of inner-circle AI elites in China, linking economic growth and autocratic leadership to new wealth and influence. https://fortune.com/2026/07/19/ai-industry-autocracy-dictator-power-test/
➡ Potential consequences: Near-term, US firms may face increased pressure to adopt open-source strategies to match China’s pace and user adoption. Medium-term, dominance of open-source AI in China could erode US market share and technological leadership by 2027. The divide over open versus closed AI strategies could precipitate regulatory or policy shifts in the US tech sector. AI-linked economic power may strengthen autocratic leadership and redraw global tech industry alliances.
Read online: https://fortune.com/2026/07/19/ai-industry-autocracy-dictator-power-test/ https://www.businessinsider.com/moonshot-kimi-ai-paused-new-users-popularity-2026-7#article https://www.businessinsider.com/open-source-ai-china-kimi-american-ai-industry-openai-anthropic-2026-7#article
Social and political repercussions of rising costs of everyday goods in global urban centers
In the news: $6 for a Coke. $2,600 for an iPhone: Here's where everyday items cost the most. [Business Insider] The people sewing your clothes can’t see the stitches clearly — a $10 pair of glasses could unlock $27 billion in gains [Fortune] My father saved for years so I could work in the US. Losing my job forced me to start over in Germany. [Business Insider]
🗺 Background: In July 2026, Business Insider reports that everyday items such as a bottle of Coke can cost $6 and an iPhone $2,600 in premium urban centers like Zurich and Geneva. Global urban centers are experiencing rapid inflation in the costs of basic goods, driving concerns over affordability and quality of life. Rising prices are intensifying debates about wage stagnation, migration, and access to essential services.
🎩 Key stakeholders: Major urban population groups, including residents of Zurich, Geneva, and Hong Kong, are most affected by these escalating costs. Multinational corporations such as Apple and global beverage brands play a direct role in pricing high-demand products in urban centers. Institutions like Fortune and Business Insider are publishing research and analysis on social and economic impacts. Migrants and workers, such as Ananya Joshi, face tough decisions due to employment and economic instability linked to cost increases.
💡 News facts: On July 19, 2026, Business Insider reported Zurich as the most expensive city for everyday items, noting a $6 Coke and $2,600 iPhone, with data highlighting global price disparities for basic goods. https://www.businessinsider.com/world-most-expensive-cities-everday-items-rent-food-iphone-switzerland-2026-7#article A Fortune article published July 19, 2026, revealed that providing $10 vision glasses to Bangladeshi garment workers could unlock $27 billion in productivity gains, underscoring the link between labor welfare and economic output. https://fortune.com/2026/07/19/garment-workers-glasses-productivity-billions-bangladesh/ On July 20, 2026, Business Insider featured Ananya Joshi, a scientist whose forced migration from the US to Germany due to lost job and H-1B visa process highlights the real-world effects of high costs and shifting employment. https://www.businessinsider.com/opt-to-h1b-visa-lost-job-left-america-moved-germany-2026-7#article
➡ Potential consequences: In the near term, rising costs may prompt urban residents to relocate to more affordable regions or countries, impacting local economies and migration trends. Medium-term effects could include increased social unrest, labor strikes, and political advocacy for wage reform as urban affordability crises deepen. Productivity enhancements through targeted interventions, such as providing vision care to workers, could mitigate some negative impacts if implemented widely. Persistently high prices for essential goods might exacerbate inequality, strain social services, and accelerate the push for regulatory intervention.
Read online: https://www.businessinsider.com/world-most-expensive-cities-everday-items-rent-food-iphone-switzerland-2026-7#article https://fortune.com/2026/07/19/garment-workers-glasses-productivity-billions-bangladesh/ https://www.businessinsider.com/opt-to-h1b-visa-lost-job-left-america-moved-germany-2026-7#article
US domestic politics: campaign finance, social media, and the emergence of new Senate challengers
In the news: Markets have grown numb to Trump's social media exploits. Here's what matters more in politics as midterms approach. [Business Insider] The Democrats suddenly have a 39-year-old Senate warrior tearing into Trump and ‘Prince Don and Prince Eric’: Jon Ossoff [Fortune] Ask her about why AIPAC spent $30 million on her Michigan Senate campaign and she’ll talk for 800 words about anything else [Fortune]
🗺 Background: Campaign finance and the influence of major donors have become central to several 2026 Senate races, as illustrated by substantial PAC spending. Social media activity, particularly by former President Donald Trump, is a frequent lever in political messaging but its market impact has diminished according to recent analyses. Emergence of new Senate challengers is reshaping partisan strategies, especially in battleground states like Michigan and Georgia. As the 2026 midterms approach, policy outcomes and transparency are increasingly prioritized by analysts and voters.
🎩 Key stakeholders: Haley Stevens is a Michigan Senate candidate facing scrutiny over $30 million in spending by AIPAC. Jon Ossoff, a millennial Senator from Georgia, is running a combative re-election campaign centered on opposition to Donald Trump. Donald Trump remains a polarizing figure in both social media and campaign finance discourse, with his posts no longer significantly affecting stock markets. AIPAC and Morgan Stanley are key institutions influencing candidate funding and media analysis.
💡 News facts: On July 19, 2026, Morgan Stanley reported that Trump's social media posts no longer move stock markets as midterms near; focus is shifting to policy outcomes. https://www.businessinsider.com/donald-trump-social-media-stock-market-reaction-morgan-stanley-midterms-2026-7#article On July 19, 2026, Jon Ossoff launched an aggressive Senate re-election campaign targeting Donald Trump and his sons, branding their administration as corrupt. https://fortune.com/2026/07/19/jon-ossoff-millennial-georgia-senate-trump-prince-don-eric/ On July 19, 2026, Haley Stevens avoided direct comment about AIPAC's $30 million expenditure on her Michigan Senate campaign, despite its substantial effect on the race. https://fortune.com/2026/07/19/aipac-haley-stevens-michigan-senate-spending-israel/
➡ Potential consequences: Near-term, scrutiny of PAC and donor influence may lead to increased calls for campaign finance reform and greater transparency in Senate races. Medium-term, diminished market sensitivity to political social media posts could shift candidate strategies toward substantive policy messaging rather than viral online tactics. The rise of combative new challengers may increase polarization and reshape party narratives, especially in states undergoing demographic shifts.
Top Voices: Jon Ossoff Haley Stevens Morgan Stanley Analyst
Read online: https://fortune.com/2026/07/19/aipac-haley-stevens-michigan-senate-spending-israel/ https://fortune.com/2026/07/19/jon-ossoff-millennial-georgia-senate-trump-prince-don-eric/ https://www.businessinsider.com/donald-trump-social-media-stock-market-reaction-morgan-stanley-midterms-2026-7#article
Science News
Mathematical Formalism in Describing Physical Laws and the Philosophical Implications of Computation as Nature's Foundation
In the news: Nature Needs Mathematics for Its Rigorous Description But is Computation at the Root of Nature [Next Big Future]
🗺 Background: Richard Feynman, in his 1960 book and lecture "The Relation of Mathematics to Physics," discussed the necessity of mathematics for describing physical laws. Mathematical formalism provides a rigorous framework for expressing the fundamental principles governing nature. The debate over whether computation underpins the universe has intensified with the rise of digital physics and quantum information science. Computational models increasingly inform scientific understanding, from cellular automata to quantum computing.
🎩 Key stakeholders: Richard Feynman is a foundational figure in articulating the relationship between mathematics and physical reality. Next Big Future is a publishing platform covering advancements in science, technology, and philosophical implications. Researchers at institutions such as MIT and Caltech are actively exploring computation as a possible core of nature’s laws. Companies developing quantum computers, including IBM and Google, connect computational formalism to practical applications.
💡 News facts: On 2026-07-20, Next Big Future published an article examining whether computation is at the root of nature, citing Feynman’s mathematical descriptions of physical laws (https://www.nextbigfuture.com/2026/07/nature-needs-mathematics-for-its-rigorous-description-but-is-computation-at-the-root-of-nature.html).
➡ Potential consequences: Near-term, further formal investigations could refine physical models and impact quantum computing algorithms. Medium-term, accepting computation as the foundation of nature may lead to new theoretical breakthroughs in physics. Integration of mathematical formalism and computational approaches could accelerate discoveries in both fundamental and applied sciences. Philosophical shifts might occur, redefining scientific realism and the metaphysical understanding of the universe.
Read online: https://www.nextbigfuture.com/2026/07/nature-needs-mathematics-for-its-rigorous-description-but-is-computation-at-the-root-of-nature.html
The Economic Ripple Effects of High-Profile AI Startup Acquisitions in Film Industry: Case Study of Netflix's InterPositive Purchase
In the news: Netflix paid $587M for Ben Affleck’s AI filmmaking startup \| TechCrunch [TechCrunch]
🗺 Background: Netflix announced the acquisition of InterPositive, an AI filmmaking startup co-founded by Ben Affleck, in July 2026. The purchase aims to enhance Netflix's technology-driven content creation capabilities within the film industry. AI startups in media are increasingly targeted by major streaming platforms seeking competitive advantages. High-profile acquisitions often reshape economic relationships between studios, creators, and tech innovators.
🎩 Key stakeholders: Netflix is the acquiring company, expanding its AI toolkit through this purchase. InterPositive, co-founded by Ben Affleck and a team of AI engineers, is the acquired startup. Ben Affleck acts as both a celebrity stakeholder and an entrepreneur in the transaction. Film industry tech investors and content creators are affected by the ripple effects of this acquisition.
💡 News facts: Netflix paid $587 million in cash to acquire InterPositive, a startup co-founded by Ben Affleck, as revealed on July 19, 2026. https://techcrunch.com/2026/07/19/netflix-paid-587m-for-ben-afflecks-ai-filmmaking-startup/ The deal, reported on July 19, 2026, highlights the growing value of AI innovation in movie production. https://techcrunch.com/2026/07/19/netflix-paid-587m-for-ben-afflecks-ai-filmmaking-startup/
➡ Potential consequences: Near-term consequences may include accelerated AI adoption in Netflix's film production pipeline. Medium-term impacts could involve industry-wide investment shifts towards AI-driven content platforms. Potential regulatory scrutiny may arise as major streaming giants consolidate technological power. Competitive dynamics among studios may intensify as a result of high-profile acquisitions like this.
Read online: https://techcrunch.com/2026/07/19/netflix-paid-587m-for-ben-afflecks-ai-filmmaking-startup/
Regulatory and Corporate Dynamics in Robotaxi Development: Mapping the Competing Stakeholders Shaping Mobility Rules
In the news: TechCrunch Mobility: The battle over robotaxi rules \| TechCrunch [TechCrunch]
🗺 Background: Robotaxi development is transforming urban mobility by introducing autonomous vehicles into public transportation systems. Regulatory debates intensified in 2026 as city governments, technology firms, and transit unions sought clarity on robotaxi operation standards. The industry is driven by rapid advances in AI navigation systems and sensor technology, with pilot programs in major cities like San Francisco and Shanghai. Legislative actions and stakeholder negotiations are shaping the direction and pace of robotaxi market rollouts globally.
🎩 Key stakeholders: Major technology companies such as Waymo (Alphabet), Cruise (GM), and Zoox (Amazon) are at the forefront of robotaxi development. Regulatory bodies including the California Public Utilities Commission and the U.S. Department of Transportation play central roles in rulemaking. Transit labor unions and advocacy groups, such as the Teamsters and Safe Streets Coalition, actively lobby for worker protections and public safety. Prominent individuals include Waymo CEO Tekedra Mawakana, California Governor Gavin Newsom, and Cruise COO Gil West.
💡 News facts: On July 19, 2026, TechCrunch reported that the California legislature held a landmark hearing to address new robotaxi oversight rules amid rising industry lobbying (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/). A coalition of labor unions filed an official petition on July 19, 2026, demanding state-level restrictions and job protections for robotaxi deployment (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/). TechCrunch highlighted that regulatory disagreements remain unresolved at the July 19, 2026 meeting, delaying final approval for expanded robotaxi operations (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/).
➡ Potential consequences: Near-term delays in robotaxi operations may slow adoption rates and limit public access to autonomous mobility options. Continued regulatory uncertainty could impact investment decisions by major providers, affecting market competitiveness. Medium-term outcomes may include new safety standards, job transition programs, and potential local bans in cities resistant to robotaxi deployment. Long-term, the power balance between regulatory bodies and tech companies will shape the evolution of urban transportation.
Read online: https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/
Strategies for Data Quality, Synthetic Data Factories, and Verification Loops in Advancing AI Predictability and Performance
In the news: AI Progress Just Became Predictable. Here’s the Machine Behind It [Next Big Future]
🗺 Background: Data quality has become a central driver in advancing AI model predictability and performance, particularly after July 2026. Synthetic data factories are being used to generate high-quality training sets, especially for domains like math and programming. Verification loops enable rapid feedback and correction cycles, improving reliability and accuracy of AI systems. The focus has shifted from model scaling to mastering data processes and automation for substantial AI leaps.
🎩 Key stakeholders: Brian Wang and Next Big Future are leading coverage on breakthroughs in AI predictability and performance. Major AI companies and research institutions are investing in synthetic data factories and verification loop technology since mid-2026. Key AI researchers have pivoted towards data-centric approaches, with teams specializing in math and programming domains. Collaborators include interdisciplinary groups from computer science and mathematics, working on robust data pipelines.
💡 News facts: On July 18, 2026, Next Big Future published that AI progress is now characterized by predictable, substantial advances enabled by data mastery, synthetic data factories, and fast verification loops (https://www.nextbigfuture.com/2026/07/ai-progress-just-became-predictable-heres-the-machine-behind-it.html).
➡ Potential consequences: In the near term, robust verification loops could significantly increase the reliability and safety of deployed AI systems across industries. Medium-term consequences may include accelerated innovation in scientific and technical domains, led by high-quality synthetic data generation. Improved predictability in AI performance could bolster investment and adoption in mission-critical applications, such as autonomous systems. Data-centric strategies are likely to set new benchmarks for transparency and accountability in AI development and deployment.
Top Voices: Brian Wang
Read online: https://www.nextbigfuture.com/2026/07/ai-progress-just-became-predictable-heres-the-machine-behind-it.html
Analysis of SpaceX/xAI Data Center Leasing Models and Financial Impact on the Global AI Infrastructure Market
In the news: SpaceX Is Secretly Winning the AI War on Earth — $82 Billion Run Rate Incoming [Next Big Future]
🗺 Background: SpaceX and xAI are pioneering a new model for AI data center leasing, integrating commercial satellite networks with compute infrastructure. The financial analysis highlights the transition from traditional cloud leasing towards ultra-high throughput deals for global AI processing. Annualized leasing value for these models has rapidly scaled, reaching $27.8 billion with an aggressive 2026 ramp-up. Key partnerships leverage SpaceX's Starlink and satellite data transport to enable distributed AI workloads at unprecedented scale.
🎩 Key stakeholders: Elon Musk is the principal leader, overseeing both xAI and SpaceX's expansion into AI data center leasing. Google is a major client, with its deal projected to ramp to nearly $1 billion per month in 2026. Other notable stakeholders include Microsoft and Meta, participating in multi-billion-dollar leasing agreements. Next Big Future contributed to the financial modeling and industry analysis published July 19, 2026.
💡 News facts: SpaceX/xAI have three major leasing deals established, collectively worth $27.8 billion annualized as of July 19, 2026 (https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html). Google's contract with SpaceX is ramping up and projected to reach nearly $1 billion per month by late 2026 (https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html). A month-by-month financial model published July 19, 2026, outlines an expected $82 billion run rate incoming for SpaceX/xAI data center leasing (https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html).
➡ Potential consequences: Near-term impact includes accelerated global AI infrastructure deployment, reshaping market shares among established cloud providers. Medium-term consequences may involve reduced costs for distributed AI workloads, boosting innovation across satellite-supported regions. SpaceX/xAI's leasing dominance could trigger a market realignment, with competitors forced to rethink their infrastructure strategies. Government and enterprise adoption of SpaceX/xAI models may drive regulatory and interoperability challenges by 2027.
Read online: https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html
Culture
Titian "The greatest thing about painting is that it allows you to enter the world of your imagination..." Titian was an Italian painter born around 1488/90 and is considered one of the most versatile and influential artists of the 16th century Venetian school. He is renowned for his mastery of color and his innovative techniques, which had a profound impact on the development of Western art.... learn more		William Shakespeare "All the world's a stage, and all the men and women merely players..." William Shakespeare was an English playwright and poet, widely regarded as the greatest writer in the English language, born in 1564. His works, including plays, sonnets, and poems, have had a lasting influence on literature and drama worldwide.... learn more
Nicolaus Copernicus "To know that we know what we know, and to know that we do not know what we do not know, that is true knowledge..." Nicolaus Copernicus was a Renaissance mathematician and astronomer born in 1473 who formulated a heliocentric model of the universe that placed the Sun, rather than the Earth, at its center. His work revolutionized astronomy and laid the foundation for modern science.... learn more		Queen Elizabeth I "I know I have the body of a weak and feeble woman, but I have the heart and stomach of a king..." Queen Elizabeth I was the Queen of England and Ireland from 1558 until her death in 1603, known for her strong and strategic leadership during a time of religious and political turmoil. She established the Elizabethan era, a period noted for English cultural renaissance and the defeat of the Spanish... learn more
NASA
NASA Picture of the Day The Corona Australis Molecular Cloud and the Chandelier Cluster (2026-07-22) Credits: NASA / APOD
Github
Trading tools
quantitative-trading-platform 13 stars #230 量化交易策略分析平台 - 教育导向的量化交易学习工具... learn more		QuantumTerminal 13 stars #231 Free & open-source trading terminal with quantitative analysis overlays (Volatility Cones, GEX, Max Pain) and live MT5/Rithmic/Tradovate feeds.... learn more
awesome-developer-finance 13 stars #232 A curated list of awesome OSS, programmable APIs, and autonomous AI agents for developers in finance. Discover resources for quantitative analysis (Quant), algorithmic trading bots... learn more		qtlib 13 stars #233 a open source project for quantitative trading library... learn more
Sea Vessels
Wave-sense 0 stars #230 this project about give the feature of live boat tracking to the samll scale coastal fisherman ... learn more		Boat-Slip-API-project 0 stars #231 Simple API to keep track of boats and which slips they are in. NOTE: in order to run you must add your own api keys from google.... learn more
voyage_tracker_sinatra_v2_0 0 stars #232 Sinatra app to track boats loaned to skippers at a sailing club... learn more		SailboatTrackerApp 0 stars #233 Application that tracks predifined boats during the race based on official data.... learn more
Air Vessels
XMap 1 stars #230 iPad X-Plane and MSFS 2020 flight tracker using Google maps... learn more		Plane_Seat_Reservation_System 1 stars #231 Developed a Java-based seat reservation system for a private plane, managing seat availability and pricing using standard arrays. Features include seat booking, cancellation, first... learn more
real-time-plane-tracker 1 stars #232 I use the OpenSky Network API to retrieve real-time data on airborne aircraft.which provides a snapshot of all flights currently being tracked worldwide.... learn more		SkyData 1 stars #233 Application that shows flights data, tracks planes, shows aviation weather data etc.... learn more
Imagery
Multiclass-Image-Classification- 9 stars #230 The main aim of the project is to scan the X-rays of human lungs and classify them into 3 given categories like healthy patients, patients with pre-existing conditions, and serious... learn more		Food-Freshness-Detection-Using-Deep-Learning 9 stars #231 This project classifies fruit quality into five levels (Fresh to Rotten) using image preprocessing, data augmentation, and clustering (K-Means, Agglomerative, DBSCAN). Deep learnin... learn more
image-augmentation 8 stars #232 A python image augmentation library based for augmenting images in both image classification and object detection tasks.... learn more		Monocular-Augmentation-Depth-Map 8 stars #233 Augmentation of a monocular image using a CNN generated depth map of the scene.... learn more
Video
UniVidX 245 stars #230 [SIGGRAPH 2026 / TOG] Official code of the paper "UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors".... learn more		Awesome-Human-Video-Generation 243 stars #231 A work list of recent human video generation method. This repository focus on half/full body human video generation method, The Nerf, Gaussian splashing, Motion Pose, and talking h... learn more
VideoTetris 237 stars #232 [NeurIPS 2024] VideoTetris: Towards Compositional Text-To-Video Generation... learn more		ISDrama 237 stars #233 Dataset and evaluation code of ISDrama(ACM-MM 2025): Immersive Spatial Drama Generation through Multimodal Prompting... learn more