Risenshine!

🗺 Background:

The Strait of Hormuz is a strategic chokepoint through which roughly 20% of global oil supplies transit.
U.S.-Iran tensions escalated after the breakdown of an interim agreement in July 2026, leading to renewed U.S. strikes.
Any conflict in this region directly impacts world energy prices and reroutes key trade channels.
Alternative pipeline projects are being discussed to reduce reliance on the Strait of Hormuz by 2028.

🎩 Key stakeholders:

The United States government, currently led by President Trump, is a central actor in the conflict.
Iran's military and leadership are directly involved in actions in the Strait of Hormuz.
Major oil companies like Saudi Aramco and Shell are affected by disruptions in the Gulf region.
Institutions such as the U.S. Navy and global shipping insurers play crucial roles in protecting trade routes.

💡 News facts:

On July 20, 2026, Iran attacked a tanker in the Strait of Hormuz, causing the crew to abandon ship, according to AP News (https://apnews.com/article/iran-us-hormuz-strait-war-july-20-2026-8b37952906cbec6351fdcc47a0fa6297).
The U.S. resumed airstrikes against Iran earlier this month after negotiations faltered, and gas prices in the U.S. are approaching $4 per gallon as a result, reported by Business Insider on July 20, 2026 (https://www.businessinsider.com/oil-price-today-iran-war-brent-crude-wti-gas-prices-2026-7#article).
Goldman Sachs estimates that by the end of 2028, expanded Middle East pipeline capacity could insulate 75% of pre-war Gulf crude exports from disruptions, Fortune reported July 19, 2026 (https://fortune.com/2026/07/19/global-oil-market-post-iran-export-offsets-hormuz-new-pipline-capacity/).

➡ Potential consequences:

In the near term, global oil prices may remain volatile as shipping through the Strait of Hormuz is threatened.
Repeated tanker and military attacks increase the risk of wider conflict and disrupt trade in the Suez Canal.
Alternative routes and expanded pipelines could partially stabilize global oil supply but not before 2028.
Energy-importing countries may accelerate strategic petroleum reserve use or invest in alternative energy sources.

🗺 Background:

Open-source AI development in China has accelerated rapidly since 2023, challenging established American tech leaders.
Chinese tech firms are deploying advanced large language models (LLMs) and making these tools widely accessible.
U.S. industry analysts warn that China's proactive open-source AI strategies could disrupt the dominance of American companies.

🎩 Key stakeholders:

Moonshot AI, a leading Chinese startup, has pioneered the Kimi K3 model, generating significant international interest.
Yang Zhilin, the CEO and founder of Moonshot AI, is a central figure in China’s open-source AI innovation.
Major American tech companies such as OpenAI and Google are monitoring China's open-source projects for competitive risks.

💡 News facts:

On July 20, 2026, Moonshot AI announced it paused new user signups for its Kimi model due to massive demand straining GPU resources. https://www.businessinsider.com/moonshot-kimi-ai-paused-new-users-popularity-2026-7#article
The Kimi K3 model, launched by Yang Zhilin’s Moonshot AI, gained significant attention in Silicon Valley as of July 18, 2026. https://www.businessinsider.com/who-is-yang-zhilin-ceo-founder-moonshot-ai-kimi-k3-2026-7#article

➡ Potential consequences:

In the near term, American tech firms may face pressure to accelerate innovation cycles and open-source initiatives to maintain global competitiveness.
Medium-term effects could include shifts in the global AI talent pipeline as researchers pursue opportunities in China’s rapidly advancing open-source sector.
Increased collaboration or competition between Chinese and American AI labs could reshape regulatory frameworks and market dynamics across the sector.
There is potential for further fragmentation in global AI standards, as China establishes its own benchmarks and systems.

🗺 Background:

The 2026 FIFA World Cup included 48 teams and was hosted across North America, drawing millions of international visitors.
Events like the World Cup have historic economic impacts on local businesses through tourism-driven spikes in sales.
Cultural exchanges during the tournament affect national identities and public perceptions in host countries.
Spending by fans and prize money for participating national teams reached record highs during the 2026 tournament.

🎩 Key stakeholders:

FIFA, led by President Gianni Infantino, is the central organizer of the World Cup.
National soccer teams, such as Spain and Argentina, are major beneficiaries of prize payouts.
Local businesses in host cities, including bars, restaurants, and hotels, are directly impacted by tournament-driven tourism.
Government officials and special task forces, like the White House FIFA Task Force led by Andrew Giuliani, shape both logistics and the national narrative.

💡 News facts:

Small businesses in Boston experienced up to a 300% increase in revenue in a single night due to World Cup visitors and activities, published 2026-07-19. https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/
Spain earned $51 million for winning the World Cup, while the total tournament payout for all 48 teams reached a record $871 million, published 2026-07-19. https://fortune.com/2026/07/19/spain-world-cup-prize-51-million-second-place-argentina-34-million-total-payout-tournament-871-million/
Donald Trump called the World Cup a huge win for America and highlighted how it showcased new aspects of American national identity, published 2026-07-19. https://fortune.com/2026/07/19/trump-america-soccer-country-victory-soft-power/

➡ Potential consequences:

Near-term: Local businesses may continue to benefit from sustained tourist visits and elevated global visibility.
Near-term: Host nations could see a temporary boost in national pride and cohesion, as seen in public and political discourse.
Medium-term: Increased investment in local infrastructure and sports tourism may reshape future urban development and business opportunities.
Medium-term: Shifts in international perceptions could foster ongoing cultural exchange and elevate the host country’s soft power.

🗺 Background:

Consumer prices for everyday items such as rent, food, and electronics have reached record highs in major global cities in 2026.
The cost of a one-bedroom apartment varies dramatically, exceeding $3,600 in New York and $2,300 in Singapore.
The price disparity between wages and essential goods highlights widening affordability gaps worldwide.
Inflation, supply chain issues, and wage stagnation continue to affect city dwellers in both developed and developing countries.

🎩 Key stakeholders:

Urban residents in cities like New York, Singapore, and Zurich are directly impacted by rising costs of living.
Major employers, such as manufacturers and retail brands, face pressure to adjust wages amid high consumer prices.
Government agencies and city administrations influence housing, wage laws, and social policies affecting affordability.
International labor organizations monitor wage standards and the effects of inflation on workers.

💡 News facts:

$6 is the price of a bottle of Coke and $2,600 for an iPhone in Zurich, making it one of the most expensive cities for daily expenses as of July 19, 2026. https://www.businessinsider.com/world-most-expensive-cities-everday-items-rent-food-iphone-switzerland-2026-7#article
A one-bedroom apartment in New York now averages $3,670 per month, reflecting surging urban rental costs as of July 19, 2026. https://www.businessinsider.com/world-most-expensive-cities-everday-items-rent-food-iphone-switzerland-2026-7#article

➡ Potential consequences:

In the near term, families in high-cost cities may reduce discretionary spending, affecting local economies and retail businesses.
Medium-term effects could include increasing social unrest over wage stagnation and unaffordable housing.
Companies may need to boost salaries or relocate operations to manage talent retention.
Urban migration patterns may shift as workers seek more affordable living conditions elsewhere.

Top Voices:

Ben Winck

🗺 Background:

The U.S. midterm and Senate campaigns in 2026 are intensifying with new strategic shifts by leading political figures and organizations.
Democratic and Republican candidates are focusing on both social media messaging and significant financial spending to gain leverage.
Outside influences, such as policy groups and financial donors, are playing a large role in shaping campaign narratives and outcomes.
Legal and regulatory disputes are arising around the use of governmental rules for political purposes, reflecting the high stakes of this election season.

🎩 Key stakeholders:

Donald Trump, as a former president and active influencer, remains central to the Republican strategy.
Jon Ossoff, a Democratic senator from Georgia, and Haley Stevens, a Michigan Democratic Senate candidate, are prominent figures in their respective races.
Major institutional stakeholders include Morgan Stanley, AIPAC, and various U.S. federal agencies.
The judiciary, including federal judges, is actively involved in adjudicating disputes over campaign tactics and administration actions.

💡 News facts:

On July 19, 2026, Morgan Stanley noted markets have grown numb to Donald Trump’s social media activity ahead of the midterms, recommending focus on actual policy outcomes rather than online posts. https://www.businessinsider.com/donald-trump-social-media-stock-market-reaction-morgan-stanley-midterms-2026-7#article
On July 19, 2026, Democratic Senator Jon Ossoff of Georgia is intensifying his reelection campaign by labeling Trump’s camp as a 'Mar-a-Lago mafia' and calling the former president a 'national disgrace.' https://fortune.com/2026/07/19/jon-ossoff-millennial-georgia-senate-trump-prince-don-eric/
On July 19, 2026, Haley Stevens, running for Senate in Michigan, has faced questions over $30 million in AIPAC spending but avoids directly addressing the influence, significantly shaping her race. https://fortune.com/2026/07/19/aipac-haley-stevens-michigan-senate-spending-israel/
On July 19, 2026, a federal judge blocked Trump officials from using a Biden-era rule to cut billions in grants, siding with New Jersey's attorney general who argued the policy was exploited for political leverage. https://fortune.com/2026/07/19/judge-blocks-trump-grant-termination-clause/

➡ Potential consequences:

Midterm and Senate campaigns may shift further toward concrete policy debates as social media influence declines in market impact.
Heavy spending by outside organizations like AIPAC could increase calls for campaign finance reform or transparency.
Legal checks on executive actions may limit future efforts to use regulatory changes for overtly partisan purposes.
Rhetorical strategies and public attacks could deepen partisan divides, affecting voter turnout and political engagement patterns through November and beyond.

🗺 Background:

Richard Feynman's lecture and book ("The Relation of Mathematics to Physics") explores how mathematics underpins the rigorous description of physical reality.
Fundamental laws of physics are expressible in mathematical form, highlighting mathematics' essential role in science.
There is ongoing debate whether computation, beyond mathematics, is core to nature's processes.
The intersection of mathematical foundations and computational models drives advances in physics, engineering, and computer science.

🎩 Key stakeholders:

Richard Feynman is a pivotal figure whose ideas inspired renewed focus on mathematics in physics.
Next Big Future publishes analyses on mathematical and computational models in physical reality.
Academic institutions such as MIT and Stanford continue active research on computational foundations of physical processes.
Physics, computer science, and engineering communities shape discussions on this topic.

💡 News facts:

On July 20, 2026, Next Big Future published an article reviewing how Feynman's work emphasized mathematics as necessary for rigorous physical descriptions and raised the question of computation as fundamental to nature; source: https://www.nextbigfuture.com/2026/07/nature-needs-mathematics-for-its-rigorous-description-but-is-computation-at-the-root-of-nature.html

➡ Potential consequences:

In the near-term, debates may inform revisions to physics curricula and increase computational science course offerings.
Medium-term, research outcomes could drive the development of new theoretical models and simulation tools for physical systems.
Collaboration across physics, mathematics, and computer science could accelerate discoveries in fundamental science.
Enhanced computational understanding may influence technology design and innovation in engineering fields.

🗺 Background:

AI-driven technologies are increasingly influencing Hollywood film production by automating editing, script generation, and visual effects.
Major studios and streaming platforms are investing heavily in AI startups to gain competitive advantage in content creation.
Recent years have seen a surge in mergers and acquisitions focused on integrating AI into movie production workflows.
The value of AI film tech deals has risen sharply, reflecting industry optimism about cost efficiency and creative possibilities.

🎩 Key stakeholders:

Netflix, as a leading streaming platform, has been a major investor in AI-driven filmmaking.
InterPositive is an AI filmmaking startup co-founded by actor-director Ben Affleck.
Major Hollywood studios and independent production companies are actively monitoring these AI investment trends.
TechCrunch is a prominent publication reporting on technology and entertainment industry mergers.

💡 News facts:

On July 19, 2026, Netflix revealed it paid $587 million in cash to acquire InterPositive, the AI filmmaking startup co-founded by Ben Affleck. https://techcrunch.com/2026/07/19/netflix-paid-587m-for-ben-afflecks-ai-filmmaking-startup/

➡ Potential consequences:

Near-term, Netflix's acquisition could accelerate AI adoption across the Hollywood production landscape.
The deal may trigger further mergers, as competing studios seek to match Netflix's technological edge.
Medium-term, increased reliance on AI may reshape storytelling, job roles, and intellectual property management in film.
Stakeholders will likely face regulatory scrutiny over transparency, creative rights, and labor displacement.

🗺 Background:

Robotaxi legislation is emerging as a decisive factor in shaping urban mobility in US cities.
Regulatory discussions focus on safety, liability, and integration of AI-driven vehicles into public transportation networks.
Recent legislative proposals aim to set explicit operational parameters for autonomous vehicle fleets by 2026.
Rapid technological advancements have caused tension between policymakers and industry leaders since early 2026.

🎩 Key stakeholders:

Cruise (General Motors), Waymo (Alphabet), and Zoox (Amazon) are leading robotaxi developers in ongoing negotiations.
City governments in San Francisco, Los Angeles, and New York are principal regulators drafting new robotaxi laws.
Key individuals include Kyle Vogt (Cruise), Tekedra Mawakana (Waymo), and Mark Rosekind (Zoox) who have made public statements on safety and policy.
U.S. Department of Transportation and NHTSA are major institutional stakeholders setting federal guidelines.

💡 News facts:

On July 19, 2026, TechCrunch reported that San Francisco city officials held a special hearing to address robotaxi accidents and demand stricter protocols (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/).
Cruise and Waymo issued coordinated press releases on July 19, 2026, advocating for more flexible operational hours amid new municipal restrictions (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/).
On July 19, 2026, TechCrunch noted that Los Angeles City Council proposed a cap of 500 robotaxi vehicles per company to mitigate congestion and public safety concerns (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/).

➡ Potential consequences:

Near-term: Stricter regulations could slow deployment of robotaxi fleets, affecting urban transportation timetables in San Francisco and Los Angeles.
Near-term: Industry lobbying may accelerate innovation and pilot programs in less regulated cities.
Medium-term: New safety and liability standards may become models for nationwide autonomous vehicle policy in the United States.
Medium-term: Potential reduction in urban traffic incidents as operational limits are enforced.

🗺 Background:

SpaceX and xAI have formed a strategic partnership to lease large-scale AI data center infrastructure.
The financial modeling indicates three major leasing deals presently in place generating a total annualized value of $27.8 billion.
The Google agreement is expected to reach nearly $1 billion in monthly leasing revenue upon full rollout.
The model projects a potential $82 billion run rate for SpaceX/xAI's AI data center leasing business.

🎩 Key stakeholders:

Elon Musk is a principal leader in both SpaceX and xAI, overseeing the leasing strategy.
Google is a major stakeholder, actively scaling up its AI data center leasing deal with SpaceX/xAI.
Next Big Future is the primary source for financial model analysis and recent reporting.
xAI acts as the operational driver for the AI data center leasing business.

💡 News facts:

On July 19, 2026, Next Big Future reported three major existing SpaceX/xAI data center leasing deals, collectively worth $27.8 billion annualized, involving Google and other parties. https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html
The same July 19, 2026 article details Google's ramp-up to $1 billion per month in AI data center leasing payments to SpaceX/xAI. https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html
The highly detailed financial model published on July 19, 2026 estimates that SpaceX/xAI could achieve an $82 billion annual run rate if expansion targets are met. https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html

➡ Potential consequences:

SpaceX/xAI's dominance in AI data center leasing could redefine the global AI infrastructure market within the next year.
Rapid revenue growth may accelerate SpaceX's capacity for space exploration and xAI's development cycles.
Other cloud leaders may face price and capacity pressures from SpaceX/xAI's aggressive expansion.
Medium-term, the partnership could fuel new AI innovations across industries dependent on high-performance computing.

🗺 Background:

The US electric vehicle (EV) market has seen a surge in both new model launches and early discontinuations over the past three years.
Manufacturers are reevaluating their EV lineups amid shifting demand patterns, cost pressures, and regulatory changes.
Discontinuations often relate to underperforming sales, supply chain challenges, or strategic realignment towards hybrid and plug-in options.
In 2026, several prominent EV models were discontinued, signaling a review of longer-term strategies by major automakers.

🎩 Key stakeholders:

Honda, General Motors, and Ford are among the key manufacturers actively adjusting their US EV portfolios.
Dealerships and supply chain partners are impacted by rapid changes in manufacturer EV strategies.
Regulatory bodies such as the US Environmental Protection Agency influence market dynamics through emissions standards and incentives.
Consumer advocacy groups and analysts monitor the effects of discontinuations on price, availability, and adoption rates.

💡 News facts:

Honda announced on July 18, 2026, that the Honda Prologue will no longer be sold in the U.S., joining a growing list of discontinued EV models this year (https://techcrunch.com/2026/07/18/all-the-evs-that-were-discontinued-or-killed-off-in-the-u-s-this-year/).
Multiple major EV models—including those from Honda, GM, and Ford—have been discontinued during 2026, as reported by TechCrunch on July 18, 2026 (https://techcrunch.com/2026/07/18/all-the-evs-that-were-discontinued-or-killed-off-in-the-u-s-this-year/).

➡ Potential consequences:

Near-term consequences include reduced consumer choice and possible price increases for remaining EV models due to limited supply.
Medium-term outcomes may involve accelerated shifts toward hybrid vehicles as manufacturers reduce pure EV offerings.
Ongoing market uncertainty could impact investment in charging infrastructure and supplier networks.
Discontinued models may affect manufacturers' brand perception and their ability to meet zero-emissions targets.

Risenshine! Here is digest of signals harvested on 2026-07-22.
Markets
International - 07/21
Germany (EWG): +1.1255% -0.5055% MoM	France (EWQ): +1.0058% -0.0442% MoM	United Kingdom (EWU): +0.8191% +2.3638% MoM	Italy (EWI): +0.9676% +0.1158% MoM
Italy (EWI): +0.9676% +0.1158% MoM	Spain (EWP): +1.3465% 0% MoM	Netherlands (EWN): +2.1791% -3.7923% MoM	Chile (ECH): +1.6237% -3.4052% MoM
Belgium (EWK): +0.9171% -1.3079% MoM	Germany (EWD): +1.1306% -0.1595% MoM	Australia (EWO): +2.385% -1.4835% MoM	China Large-Cap (FXI): -1.1701% +3.5896% MoM
Japan (EWJ): +2.5545% -4.3622% MoM	India (INDA): +0.4737% -2.2837% MoM	Taiwan (EWT): +4.8364% -9.818% MoM	Hong Kong (EWH): +0.7227% +4.5476% MoM
Singapore (EWS): +0.7972% +6.1094% MoM	Indonesia (IDX): +3.3852% +4.4362% MoM	Malaysia (EWM): +0.1075% +3.252% MoM	Saudi Arabia (KSA): +0.0271% -3.7598% MoM
Arab Emirates (UAE): +0.6393% -5.4555% MoM	Qatar (QAT): +0.5675% -3.9139% MoM	Israel (EIS): +1.7536% -0.3303% MoM	Kuwait (KWT): -0.444% -3.6166% MoM
Africa (AFK): +1.3673% -4.611% MoM
Commodities - 07/21
gold (GLD): +1.9614% -2.543% MoM	silver (SLV): +4.1193% -9.8965% MoM	US oil (USO): +2.6611% +14.3402% MoM	platinium (PPLT): +2.4188% -2.3715% MoM
agriculture (DBA): +0.464% +5.6285% MoM	carbon (KRBN): -0.4964% +0.62% MoM	copper (CPER): +2.8891% +1.8552% MoM	gaz (UNG): +1.069% -11.6398% MoM
corn (CORN): +0.5583% +7.3942% MoM	weat (WEAT): +0.8403% +10.7692% MoM	uranium (URA): +4.0859% -13.9957% MoM	lithium (LIT): +3.2277% -16.3377% MoM
Favorites - 07/21
Adobe (ADBE): -3.2291% +16.5521% MoM	AMD (AMD): +8.1141% -1.3052% MoM	Microsoft (MSFT): -1.1285% +8.2784% MoM	Nvidia (NVDA): +1.9726% -0.6518% MoM
Oracle (ORCL): +4.6713% -27.429% MoM	Axon (AXON): -3.0921% +24.6665% MoM	Amazon (AMZN): -0.976% +6.3405% MoM	Alibaba (BABA): -1.9694% +12.3845% MoM
JD (JD): -0.5556% +12.6203% MoM	ARM (ARM): +7.4626% -28.939% MoM	Intel (INTC): +8.6441% -25.1809% MoM	Mu (MU): +12.1739% -19.8583% MoM
Qualcom (QCOM): +1.8671% -21.8116% MoM	Marvel (MRVL): +6.679% -32.4498% MoM	Apple (AAPL): +0.3521% +10.3465% MoM	Lowe (LOW): -0.5862% -5.0793% MoM
Sectors - 07/21
SP500 (SPY): +0.8341% +0.5226% MoM	healthcare (XLV): +0.6279% +6.7906% MoM	finance (XLF): +0.1249% +4.4879% MoM	real-estate (XLRE): -0.0663% +2.6806% MoM
semi-conductors (SOXX): +5.447% -15.6211% MoM	aerospace (ITA): +0.205% -2.45% MoM	reit (RWR): +0.3584% +6.0123% MoM	transportation (XTN): +0.7708% +2.2138% MoM
agriculture (MOO): +0.1707% +6.827% MoM	clean energy (QCLN): +3.6293% -18.6178% MoM
Gainers
		China Pharma Holdings, Inc. +790.1% 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
Losers
Li Bang International Corporation Inc. Class A Ordinary Shares -75.5% Li Bang International Corp Inc is a holding company. The firm through its subsidiaries engages in designing, developing, producing, and selling stainless steel commercial kitchen e... learn more
Business
The impact of U.S.-Iran tensions on global energy prices and trade 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] Trump may have to choose between an endless quagmire and ceding the Strait of Hormuz to Iran [Fortune] 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 Strait of Hormuz is a strategic chokepoint through which roughly 20% of global oil supplies transit. U.S.-Iran tensions escalated after the breakdown of an interim agreement in July 2026, leading to renewed U.S. strikes. Any conflict in this region directly impacts world energy prices and reroutes key trade channels. Alternative pipeline projects are being discussed to reduce reliance on the Strait of Hormuz by 2028.
🎩 Key stakeholders: The United States government, currently led by President Trump, is a central actor in the conflict. Iran's military and leadership are directly involved in actions in the Strait of Hormuz. Major oil companies like Saudi Aramco and Shell are affected by disruptions in the Gulf region. Institutions such as the U.S. Navy and global shipping insurers play crucial roles in protecting trade routes.
💡 News facts: On July 20, 2026, Iran attacked a tanker in the Strait of Hormuz, causing the crew to abandon ship, according to AP News (https://apnews.com/article/iran-us-hormuz-strait-war-july-20-2026-8b37952906cbec6351fdcc47a0fa6297). The U.S. resumed airstrikes against Iran earlier this month after negotiations faltered, and gas prices in the U.S. are approaching $4 per gallon as a result, reported by Business Insider on July 20, 2026 (https://www.businessinsider.com/oil-price-today-iran-war-brent-crude-wti-gas-prices-2026-7#article). Goldman Sachs estimates that by the end of 2028, expanded Middle East pipeline capacity could insulate 75% of pre-war Gulf crude exports from disruptions, Fortune reported July 19, 2026 (https://fortune.com/2026/07/19/global-oil-market-post-iran-export-offsets-hormuz-new-pipline-capacity/).
➡ Potential consequences: In the near term, global oil prices may remain volatile as shipping through the Strait of Hormuz is threatened. Repeated tanker and military attacks increase the risk of wider conflict and disrupt trade in the Suez Canal. Alternative routes and expanded pipelines could partially stabilize global oil supply but not before 2028. Energy-importing countries may accelerate strategic petroleum reserve use or invest in alternative energy sources.
Read online: https://apnews.com/article/iran-us-hormuz-strait-war-july-20-2026-8b37952906cbec6351fdcc47a0fa6297 https://www.businessinsider.com/oil-price-today-iran-war-brent-crude-wti-gas-prices-2026-7#article https://fortune.com/2026/07/19/global-oil-market-post-iran-export-offsets-hormuz-new-pipline-capacity/
China's open-source AI strategies and their disruptive effects on American tech industry
In the news: Moonshot’s latest Kimi model is so popular that the company just gated new users [Business Insider] Meet Yang Zhilin, the CEO and founder behind China's buzzy new Kimi K3 AI model [Business Insider]
🗺 Background: Open-source AI development in China has accelerated rapidly since 2023, challenging established American tech leaders. Chinese tech firms are deploying advanced large language models (LLMs) and making these tools widely accessible. U.S. industry analysts warn that China's proactive open-source AI strategies could disrupt the dominance of American companies.
🎩 Key stakeholders: Moonshot AI, a leading Chinese startup, has pioneered the Kimi K3 model, generating significant international interest. Yang Zhilin, the CEO and founder of Moonshot AI, is a central figure in China’s open-source AI innovation. Major American tech companies such as OpenAI and Google are monitoring China's open-source projects for competitive risks.
💡 News facts: On July 20, 2026, Moonshot AI announced it paused new user signups for its Kimi model due to massive demand straining GPU resources. https://www.businessinsider.com/moonshot-kimi-ai-paused-new-users-popularity-2026-7#article The Kimi K3 model, launched by Yang Zhilin’s Moonshot AI, gained significant attention in Silicon Valley as of July 18, 2026. https://www.businessinsider.com/who-is-yang-zhilin-ceo-founder-moonshot-ai-kimi-k3-2026-7#article
➡ Potential consequences: In the near term, American tech firms may face pressure to accelerate innovation cycles and open-source initiatives to maintain global competitiveness. Medium-term effects could include shifts in the global AI talent pipeline as researchers pursue opportunities in China’s rapidly advancing open-source sector. Increased collaboration or competition between Chinese and American AI labs could reshape regulatory frameworks and market dynamics across the sector. There is potential for further fragmentation in global AI standards, as China establishes its own benchmarks and systems.
Top Voices: Yang Zhilin Unnamed Moonshot AI executive
Read online: https://www.businessinsider.com/moonshot-kimi-ai-paused-new-users-popularity-2026-7#article https://www.businessinsider.com/who-is-yang-zhilin-ceo-founder-moonshot-ai-kimi-k3-2026-7#article
Economic and cultural consequences of the World Cup on local businesses and national identity
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] 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] 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] ‘They put 100% effort into looking after you’: Wary soccer fans stunned by a look at the real America, not the image they’ve been sold by the media [Fortune] 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 2026 FIFA World Cup included 48 teams and was hosted across North America, drawing millions of international visitors. Events like the World Cup have historic economic impacts on local businesses through tourism-driven spikes in sales. Cultural exchanges during the tournament affect national identities and public perceptions in host countries. Spending by fans and prize money for participating national teams reached record highs during the 2026 tournament.
🎩 Key stakeholders: FIFA, led by President Gianni Infantino, is the central organizer of the World Cup. National soccer teams, such as Spain and Argentina, are major beneficiaries of prize payouts. Local businesses in host cities, including bars, restaurants, and hotels, are directly impacted by tournament-driven tourism. Government officials and special task forces, like the White House FIFA Task Force led by Andrew Giuliani, shape both logistics and the national narrative.
💡 News facts: Small businesses in Boston experienced up to a 300% increase in revenue in a single night due to World Cup visitors and activities, published 2026-07-19. https://fortune.com/2026/07/19/world-cups-visitors-food-drink-small-businesses-economic-development-boston-scotish-bars-tattoos-yerba-mate/ Spain earned $51 million for winning the World Cup, while the total tournament payout for all 48 teams reached a record $871 million, published 2026-07-19. https://fortune.com/2026/07/19/spain-world-cup-prize-51-million-second-place-argentina-34-million-total-payout-tournament-871-million/ Donald Trump called the World Cup a huge win for America and highlighted how it showcased new aspects of American national identity, published 2026-07-19. https://fortune.com/2026/07/19/trump-america-soccer-country-victory-soft-power/
➡ Potential consequences: Near-term: Local businesses may continue to benefit from sustained tourist visits and elevated global visibility. Near-term: Host nations could see a temporary boost in national pride and cohesion, as seen in public and political discourse. Medium-term: Increased investment in local infrastructure and sports tourism may reshape future urban development and business opportunities. Medium-term: Shifts in international perceptions could foster ongoing cultural exchange and elevate the host country’s soft power.
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/
Rising costs of living: comparative analysis of consumer prices and wage conditions across global cities
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]
🗺 Background: Consumer prices for everyday items such as rent, food, and electronics have reached record highs in major global cities in 2026. The cost of a one-bedroom apartment varies dramatically, exceeding $3,600 in New York and $2,300 in Singapore. The price disparity between wages and essential goods highlights widening affordability gaps worldwide. Inflation, supply chain issues, and wage stagnation continue to affect city dwellers in both developed and developing countries.
🎩 Key stakeholders: Urban residents in cities like New York, Singapore, and Zurich are directly impacted by rising costs of living. Major employers, such as manufacturers and retail brands, face pressure to adjust wages amid high consumer prices. Government agencies and city administrations influence housing, wage laws, and social policies affecting affordability. International labor organizations monitor wage standards and the effects of inflation on workers.
💡 News facts: $6 is the price of a bottle of Coke and $2,600 for an iPhone in Zurich, making it one of the most expensive cities for daily expenses as of July 19, 2026. https://www.businessinsider.com/world-most-expensive-cities-everday-items-rent-food-iphone-switzerland-2026-7#article A one-bedroom apartment in New York now averages $3,670 per month, reflecting surging urban rental costs as of July 19, 2026. https://www.businessinsider.com/world-most-expensive-cities-everday-items-rent-food-iphone-switzerland-2026-7#article
➡ Potential consequences: In the near term, families in high-cost cities may reduce discretionary spending, affecting local economies and retail businesses. Medium-term effects could include increasing social unrest over wage stagnation and unaffordable housing. Companies may need to boost salaries or relocate operations to manage talent retention. Urban migration patterns may shift as workers seek more affordable living conditions elsewhere.
Top Voices: Ben Winck
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/
Shifts in political strategy and leadership in the U.S. amid midterm and Senate campaigns
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] Trump officials were trying to use a Biden rule to gut billions in grants — a judge just said no [Fortune] Trump’s billionaire envoy to Italy is on ‘coastal diplomacy’ tour with his super yacht, but it’s enraging people in Venice. ‘It’s gross’ [Fortune]
🗺 Background: The U.S. midterm and Senate campaigns in 2026 are intensifying with new strategic shifts by leading political figures and organizations. Democratic and Republican candidates are focusing on both social media messaging and significant financial spending to gain leverage. Outside influences, such as policy groups and financial donors, are playing a large role in shaping campaign narratives and outcomes. Legal and regulatory disputes are arising around the use of governmental rules for political purposes, reflecting the high stakes of this election season.
🎩 Key stakeholders: Donald Trump, as a former president and active influencer, remains central to the Republican strategy. Jon Ossoff, a Democratic senator from Georgia, and Haley Stevens, a Michigan Democratic Senate candidate, are prominent figures in their respective races. Major institutional stakeholders include Morgan Stanley, AIPAC, and various U.S. federal agencies. The judiciary, including federal judges, is actively involved in adjudicating disputes over campaign tactics and administration actions.
💡 News facts: On July 19, 2026, Morgan Stanley noted markets have grown numb to Donald Trump’s social media activity ahead of the midterms, recommending focus on actual policy outcomes rather than online posts. https://www.businessinsider.com/donald-trump-social-media-stock-market-reaction-morgan-stanley-midterms-2026-7#article On July 19, 2026, Democratic Senator Jon Ossoff of Georgia is intensifying his reelection campaign by labeling Trump’s camp as a 'Mar-a-Lago mafia' and calling the former president a 'national disgrace.' https://fortune.com/2026/07/19/jon-ossoff-millennial-georgia-senate-trump-prince-don-eric/ On July 19, 2026, Haley Stevens, running for Senate in Michigan, has faced questions over $30 million in AIPAC spending but avoids directly addressing the influence, significantly shaping her race. https://fortune.com/2026/07/19/aipac-haley-stevens-michigan-senate-spending-israel/ On July 19, 2026, a federal judge blocked Trump officials from using a Biden-era rule to cut billions in grants, siding with New Jersey's attorney general who argued the policy was exploited for political leverage. https://fortune.com/2026/07/19/judge-blocks-trump-grant-termination-clause/
➡ Potential consequences: Midterm and Senate campaigns may shift further toward concrete policy debates as social media influence declines in market impact. Heavy spending by outside organizations like AIPAC could increase calls for campaign finance reform or transparency. Legal checks on executive actions may limit future efforts to use regulatory changes for overtly partisan purposes. Rhetorical strategies and public attacks could deepen partisan divides, affecting voter turnout and political engagement patterns through November and beyond.
Read online: https://www.businessinsider.com/donald-trump-social-media-stock-market-reaction-morgan-stanley-midterms-2026-7#article https://fortune.com/2026/07/19/jon-ossoff-millennial-georgia-senate-trump-prince-don-eric/ https://fortune.com/2026/07/19/aipac-haley-stevens-michigan-senate-spending-israel/ https://fortune.com/2026/07/19/judge-blocks-trump-grant-termination-clause/ https://fortune.com/2026/07/18/trump-billionaire-ambassador-italy-tilman-fertitta-coastal-diplomacy-tour-super-yacht/
Science News
Mathematical Foundations of Physical Reality and Computational Models
In the news: Nature Needs Mathematics for Its Rigorous Description But is Computation at the Root of Nature [Next Big Future]
🗺 Background: Richard Feynman's lecture and book ("The Relation of Mathematics to Physics") explores how mathematics underpins the rigorous description of physical reality. Fundamental laws of physics are expressible in mathematical form, highlighting mathematics' essential role in science. There is ongoing debate whether computation, beyond mathematics, is core to nature's processes. The intersection of mathematical foundations and computational models drives advances in physics, engineering, and computer science.
🎩 Key stakeholders: Richard Feynman is a pivotal figure whose ideas inspired renewed focus on mathematics in physics. Next Big Future publishes analyses on mathematical and computational models in physical reality. Academic institutions such as MIT and Stanford continue active research on computational foundations of physical processes. Physics, computer science, and engineering communities shape discussions on this topic.
💡 News facts: On July 20, 2026, Next Big Future published an article reviewing how Feynman's work emphasized mathematics as necessary for rigorous physical descriptions and raised the question of computation as fundamental to nature; source: https://www.nextbigfuture.com/2026/07/nature-needs-mathematics-for-its-rigorous-description-but-is-computation-at-the-root-of-nature.html
➡ Potential consequences: In the near-term, debates may inform revisions to physics curricula and increase computational science course offerings. Medium-term, research outcomes could drive the development of new theoretical models and simulation tools for physical systems. Collaboration across physics, mathematics, and computer science could accelerate discoveries in fundamental science. Enhanced computational understanding may influence technology design and innovation in engineering fields.
Read online: https://www.nextbigfuture.com/2026/07/nature-needs-mathematics-for-its-rigorous-description-but-is-computation-at-the-root-of-nature.html
Mergers and Investment Trends in AI-driven Hollywood Film Production
In the news: Netflix paid $587M for Ben Affleck’s AI filmmaking startup \| TechCrunch [TechCrunch]
🗺 Background: AI-driven technologies are increasingly influencing Hollywood film production by automating editing, script generation, and visual effects. Major studios and streaming platforms are investing heavily in AI startups to gain competitive advantage in content creation. Recent years have seen a surge in mergers and acquisitions focused on integrating AI into movie production workflows. The value of AI film tech deals has risen sharply, reflecting industry optimism about cost efficiency and creative possibilities.
🎩 Key stakeholders: Netflix, as a leading streaming platform, has been a major investor in AI-driven filmmaking. InterPositive is an AI filmmaking startup co-founded by actor-director Ben Affleck. Major Hollywood studios and independent production companies are actively monitoring these AI investment trends. TechCrunch is a prominent publication reporting on technology and entertainment industry mergers.
💡 News facts: On July 19, 2026, Netflix revealed it paid $587 million in cash to acquire InterPositive, the AI filmmaking startup co-founded by Ben Affleck. https://techcrunch.com/2026/07/19/netflix-paid-587m-for-ben-afflecks-ai-filmmaking-startup/
➡ Potential consequences: Near-term, Netflix's acquisition could accelerate AI adoption across the Hollywood production landscape. The deal may trigger further mergers, as competing studios seek to match Netflix's technological edge. Medium-term, increased reliance on AI may reshape storytelling, job roles, and intellectual property management in film. Stakeholders will likely face regulatory scrutiny over transparency, creative rights, and labor displacement.
Read online: https://techcrunch.com/2026/07/19/netflix-paid-587m-for-ben-afflecks-ai-filmmaking-startup/
Regulatory Challenges and Industry Reactions to Robotaxi Legislation in Urban Mobility
In the news: TechCrunch Mobility: The battle over robotaxi rules \| TechCrunch [TechCrunch]
🗺 Background: Robotaxi legislation is emerging as a decisive factor in shaping urban mobility in US cities. Regulatory discussions focus on safety, liability, and integration of AI-driven vehicles into public transportation networks. Recent legislative proposals aim to set explicit operational parameters for autonomous vehicle fleets by 2026. Rapid technological advancements have caused tension between policymakers and industry leaders since early 2026.
🎩 Key stakeholders: Cruise (General Motors), Waymo (Alphabet), and Zoox (Amazon) are leading robotaxi developers in ongoing negotiations. City governments in San Francisco, Los Angeles, and New York are principal regulators drafting new robotaxi laws. Key individuals include Kyle Vogt (Cruise), Tekedra Mawakana (Waymo), and Mark Rosekind (Zoox) who have made public statements on safety and policy. U.S. Department of Transportation and NHTSA are major institutional stakeholders setting federal guidelines.
💡 News facts: On July 19, 2026, TechCrunch reported that San Francisco city officials held a special hearing to address robotaxi accidents and demand stricter protocols (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/). Cruise and Waymo issued coordinated press releases on July 19, 2026, advocating for more flexible operational hours amid new municipal restrictions (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/). On July 19, 2026, TechCrunch noted that Los Angeles City Council proposed a cap of 500 robotaxi vehicles per company to mitigate congestion and public safety concerns (https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/).
➡ Potential consequences: Near-term: Stricter regulations could slow deployment of robotaxi fleets, affecting urban transportation timetables in San Francisco and Los Angeles. Near-term: Industry lobbying may accelerate innovation and pilot programs in less regulated cities. Medium-term: New safety and liability standards may become models for nationwide autonomous vehicle policy in the United States. Medium-term: Potential reduction in urban traffic incidents as operational limits are enforced.
Read online: https://techcrunch.com/2026/07/19/techcrunch-mobility-the-battle-over-robotaxi-rules/
Financial Models and Market Impact of SpaceX/xAI Data Center Leasing Deals
In the news: SpaceX Is Secretly Winning the AI War on Earth — $82 Billion Run Rate Incoming [Next Big Future]
🗺 Background: SpaceX and xAI have formed a strategic partnership to lease large-scale AI data center infrastructure. The financial modeling indicates three major leasing deals presently in place generating a total annualized value of $27.8 billion. The Google agreement is expected to reach nearly $1 billion in monthly leasing revenue upon full rollout. The model projects a potential $82 billion run rate for SpaceX/xAI's AI data center leasing business.
🎩 Key stakeholders: Elon Musk is a principal leader in both SpaceX and xAI, overseeing the leasing strategy. Google is a major stakeholder, actively scaling up its AI data center leasing deal with SpaceX/xAI. Next Big Future is the primary source for financial model analysis and recent reporting. xAI acts as the operational driver for the AI data center leasing business.
💡 News facts: On July 19, 2026, Next Big Future reported three major existing SpaceX/xAI data center leasing deals, collectively worth $27.8 billion annualized, involving Google and other parties. https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html The same July 19, 2026 article details Google's ramp-up to $1 billion per month in AI data center leasing payments to SpaceX/xAI. https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html The highly detailed financial model published on July 19, 2026 estimates that SpaceX/xAI could achieve an $82 billion annual run rate if expansion targets are met. https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html
➡ Potential consequences: SpaceX/xAI's dominance in AI data center leasing could redefine the global AI infrastructure market within the next year. Rapid revenue growth may accelerate SpaceX's capacity for space exploration and xAI's development cycles. Other cloud leaders may face price and capacity pressures from SpaceX/xAI's aggressive expansion. Medium-term, the partnership could fuel new AI innovations across industries dependent on high-performance computing.
Read online: https://www.nextbigfuture.com/2026/07/spacex-is-secretly-winning-the-ai-war-on-earth-82-billion-run-rate-incoming.html
Discontinuation Patterns in the US Electric Vehicle Market and Manufacturer Strategies
In the news: All the EVs that were discontinued or killed off in the U.S. this year \| TechCrunch [TechCrunch]
🗺 Background: The US electric vehicle (EV) market has seen a surge in both new model launches and early discontinuations over the past three years. Manufacturers are reevaluating their EV lineups amid shifting demand patterns, cost pressures, and regulatory changes. Discontinuations often relate to underperforming sales, supply chain challenges, or strategic realignment towards hybrid and plug-in options. In 2026, several prominent EV models were discontinued, signaling a review of longer-term strategies by major automakers.
🎩 Key stakeholders: Honda, General Motors, and Ford are among the key manufacturers actively adjusting their US EV portfolios. Dealerships and supply chain partners are impacted by rapid changes in manufacturer EV strategies. Regulatory bodies such as the US Environmental Protection Agency influence market dynamics through emissions standards and incentives. Consumer advocacy groups and analysts monitor the effects of discontinuations on price, availability, and adoption rates.
💡 News facts: Honda announced on July 18, 2026, that the Honda Prologue will no longer be sold in the U.S., joining a growing list of discontinued EV models this year (https://techcrunch.com/2026/07/18/all-the-evs-that-were-discontinued-or-killed-off-in-the-u-s-this-year/). Multiple major EV models—including those from Honda, GM, and Ford—have been discontinued during 2026, as reported by TechCrunch on July 18, 2026 (https://techcrunch.com/2026/07/18/all-the-evs-that-were-discontinued-or-killed-off-in-the-u-s-this-year/).
➡ Potential consequences: Near-term consequences include reduced consumer choice and possible price increases for remaining EV models due to limited supply. Medium-term outcomes may involve accelerated shifts toward hybrid vehicles as manufacturers reduce pure EV offerings. Ongoing market uncertainty could impact investment in charging infrastructure and supplier networks. Discontinued models may affect manufacturers' brand perception and their ability to meet zero-emissions targets.
Read online: https://techcrunch.com/2026/07/18/all-the-evs-that-were-discontinued-or-killed-off-in-the-u-s-this-year/
Culture
No known famous painters from the 2nd century Middle East "N/A..." There are no recorded famous painters from the 2nd century Middle East as the tradition of painting was not well documented or preserved in that era and region. Most artistic expression was in sculpture, architecture, or mosaic work rather than individual painted works.... learn more		Lucian of Samosata ""A smart man learns more from his enemies than a fool from his friends..." Lucian of Samosata was a satirist and rhetorician who wrote in the Greek language during the 2nd century AD in the Middle East region, specifically from Samosata in modern-day Turkey. He is best known for his witty and sarcastic prose that often mocked superstition, religion, and the traditional bel... learn more
Claudius Ptolemy ""There is no harm in repeating a good thing..." Claudius Ptolemy was a Greco-Egyptian writer, mathematician, astronomer, geographer, and astrologer who lived in Alexandria during the 2nd century AD. His works, especially the Almagest, had a profound influence on the fields of astronomy and geography for many centuries.... learn more		Marcus Aurelius ""You have power over your mind - not outside events..." Marcus Aurelius was Roman Emperor from 161 to 180 AD and a Stoic philosopher, ruling over the Roman Empire which included parts of the Middle East. He is remembered for his philosophical work 'Meditations' and his leadership during turbulent times, embodying the ideal of a philosopher-king.... 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		awesome-developer-finance 13 stars #231 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 #232 a open source project for quantitative trading library... learn more		quant-trading 13 stars #233 Quant-Trading: Advanced Quantitative-Finance strategies featuring VIX Calculator, Monte Carlo simulations, Pair Trading, and Pattern Recognition.... learn more
Sea Vessels
Boat-Slip-API-project 0 stars #230 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 #231 Sinatra app to track boats loaned to skippers at a sailing club... learn more
SailboatTrackerApp 0 stars #232 Application that tracks predifined boats during the race based on official data.... learn more		boat_tracker 0 stars #233 Ganga Boat Tracker is a web application that helps users easily find route-wise ferry timings across the Ganga River. It is designed for students, working professionals, locals, an... 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