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Trade Works
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The European Union is drawing attention with a new plan to impose taxes on large technology companies. Coverage explains how the scheme would work, which firms could be affected, and why critics call it sneaky while supporters see it as making tech giants pay a fairer share. The proposal feeds into ongoing debate over digital taxation and EU-US trade tensions.
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Humxn Research Labs has announced plans to spend $50 million acquiring data on skilled trades, farming, and manufacturing to train AI-powered robots. The startup is paying for recordings and demonstrations of human workers performing hands-on tasks, betting that real-world labor data is the key bottleneck for robotics. The move highlights a growing scramble among robotics firms for high-quality physical-world training data as generative AI models increasingly move into hardware.
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Sellers on Russian marketplaces are calling on lawmakers to adjust the law on the platform economy, arguing current rules fail to reflect how trading on platforms like Wildberries and Ozon actually works. The appeal has drawn attention amid growing friction between marketplace operators and the merchants who depend on them.
- 423-year-old quant dev runs 300 Claude Code AI agents as trading desk▼It is becoming f*cking dangerous A 23-year-old quant dev from China just ran 300 Claude Code agents in parallel as his o
A 23-year-old quantitative developer from China has drawn attention for reportedly running 300 Claude Code agents in parallel as a personal trading desk, wiring them to a verification layer to cross-check each other's output. The setup, described as AI-powered trading research on autopilot, is being shared widely, with commenters calling the speed of autonomous AI workflows increasingly startling.
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Gonzalo Flores Martín, a 41-year-old self-employed bricklayer in Spain, says he earns between 3,000 and 4,000 euros a month, with expenses of 800 to 1,000 euros. His account has drawn attention as Spaniards debate trades wages, the cost of self-employment, and whether construction work now pays better than many office jobs.
- 6Critics of Russia accused of hypocrisy over work visas●The people who are loudest about how EVIL Russia is are the same people who want to keep issuing infinity work visas to
A widely shared post claims there is a contradiction between condemning Russia as evil and continuing to issue large numbers of work visas to citizens of one of Russia's closest allies, widely understood to mean India. The remark resonated with audiences in India, where many see Western criticism of Russia as inconsistent given ongoing visa and trade ties.
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Japanese media report that Trade Works, a system provider serving Iwai Cosmo Securities, suffered a sharp share-price fall after unauthorized access to its systems and a partial leak of client information were confirmed. Separately, Ascemo also disclosed a third-party intrusion with some data flowing outside the company. The incidents have raised concerns about security at firms providing trading and data infrastructure to Japanese financial institutions.
- 8Offline Speech Recognition Now Fits on a $10 Chip●Speech Recognition Without the Internet Now Fits on a $10 Chip (Whistle)
Whistle, a new approach to speech recognition, is claimed to run entirely offline on a $10 chip, removing the need for cloud processing. The work highlights a growing push in the semiconductor field toward on-device AI that keeps voice data local, cutting latency and privacy concerns compared with internet-dependent voice assistants.
- 9JazzThetik review brings joy to independent jazz musician●Here is another one, makes me feel so happy and important 😉 YT Link: A review in JazzThetik magazine! #jazzthetik #revie
A jazz musician is celebrating a review in JazzThetik, the German jazz magazine, sharing the coverage with a link and expressing happiness and pride at the recognition. The mention was greeted warmly by others in the improvised music community, with congratulatory replies. It highlights how trade press attention still matters to working artists promoting new releases.
- 10AI lab offers free home repairs to train robots▼AI lab offers free plumbing and HVAC repairs across three cities to train robots
An AI lab is providing free plumbing, HVAC, electrical work, air duct cleaning and carpet cleaning to residents in three cities. Technicians wear sensors that record video of the repair work, and the footage is used to train robots in manual trades. The arrangement gives homeowners free services while the company gathers hard-to-source training data for embodied robotics.
- 11Free-agent frenzy expected before MLB lockout hits●MLB’s lockout is coming. Before it arrives, baseball insiders expect a free-agent frenzy
Major League Baseball insiders expect teams and free agents to rush through signings and trades before an imminent lockout shuts down the offseason. With the league's collective bargaining agreement expiring, clubs are reportedly accelerating negotiations to lock in players while transactions are still permitted, setting up an unusually busy stretch ahead of a likely work stoppage.
- 12AI lab offers free home repairs to train robots●AI lab offers free plumbing and HVAC repairs to train AI robots
An AI lab is offering free plumbing, HVAC, electrical work, air duct cleaning and carpet cleaning across three US cities, with technicians wearing sensors that record video of repair work. The footage is collected to train AI-powered robots in real-world manual tasks. Readers are debating whether the trade-off of recorded in-home work for free services is fair.
- 13'Arctic Passages' examines climate change and Arctic trade rivalry▼‘Arctic Passages’ explores climate change’s role in race to control Arctic trade routes
A new work titled 'Arctic Passages' explores how climate change is reshaping competition over Arctic shipping routes, as melting ice opens passages that nations are increasingly seeking to control. The project highlights the link between a warming planet and emerging geopolitical and commercial stakes in the Far North.
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Nick Blakey's departure from the Sydney Swans is being discussed as AFL trade period activity heats up. The talk comes amid a busy stretch of trade news, with coverage of clubs including Melbourne's interest in a Geelong player and the Western Bulldogs working to revive a deal with Essendon.
- 15Nobel Economist Gary Yohe Sets Out Three Climate Choices for Nations●Nobel Prize Economist: 3 Choices Every Country Has On Climate | Gary Yohe
Economist Gary Yohe, who contributed to the work of the IPCC recognized with the Nobel Peace Prize, outlines what he sees as the three fundamental choices every country faces on climate policy. The discussion covers mitigation, adaptation, and the trade-offs governments must weigh, and is drawing wide attention among viewers following the climate debate.
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US Senator Marco Rubio has commented on the ongoing India-US trade negotiations, saying India will fight for its own interests but that friendship can bridge disagreements. His remarks come as both countries continue working toward a bilateral trade agreement, a topic drawing attention among Indian audiences amid ongoing tariff and market-access discussions.
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US Secretary of State Marco Rubio has arrived in India, with a trade agreement and cooperation in the energy sector at the top of the agenda. The visit has drawn attention in Kannada-language media, including Prajavani, as talks are expected to touch on commerce, fuel supplies and broader bilateral relations between Washington and New Delhi at a time when both countries are working to deepen economic ties.
- 18Photographer risks drone in ocean winds for brief golden hour shot▼Why I Flew My Drone Through Heavy Ocean Winds Just For 20 Seconds Of Golden Hour
A drone pilot describes flying through heavy coastal winds to capture roughly 20 seconds of footage during golden hour over the ocean. The account highlights the trade-off between risking expensive equipment and securing rare, well-lit aerial shots at the seaside, a challenge familiar to aerial photographers working in harsh coastal conditions.
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The Treviso branch of Italy's largest trade union confederation, the CGIL, is celebrating its own history with an event recalling more than a century of struggles for workers' rights. Local coverage highlights the union's role in the region's labour movement and its continuing campaigning on work and social issues, drawing attention among Italian readers.
- 20Former Indonesian Trade Minister Lutfi tipped for Singapore role●Pak Lutfi (ex-Mendag) is cooking Spore..
Indonesians are discussing Muhammad Lutfi, the former trade minister (Mendag), in connection with Singapore. The phrase 'cooking Spore' suggests he is quietly working on something involving the city-state, possibly a diplomatic posting or trade matter. No official confirmation has been given, and commenters are speculating about what he is preparing.
- 21Mazda CX-6e Review: Great Car, Weak For Road Trips▼The Mazda CX-6e Is Easy To Like, But Hard To Take On A Road Trip
Mazda's CX-6e electric SUV is winning praise for its styling, comfort and everyday drivability, but reviewers flag a practical weakness: limited range and charging performance make long road trips a chore. The verdict is that it works well as a daily driver, yet buyers who regularly travel long distances may want to look elsewhere or consider alternatives with better touring capability.
- 22Ex-diplomat: EU wrong to think China caving to pressure▼EU’s idea that China is caving to pressure is ‘serious misjudgment’: ex-diplomat
A former diplomat has criticised the European Union's view that China is yielding under economic and political pressure, calling it a 'serious misjudgment'. The warning suggests Brussels may be overestimating the effect of its trade restrictions and tougher stance toward Beijing, and could misread China's resolve in the ongoing friction between the two economies.
- 23Montana Tech researchers apply data science to trading risk▼Montana Tech researchers use data science to reduce risk in market trading strategy
Researchers at Montana Technological University in Butte, Montana, are using data science methods to reduce risk in market trading strategies, according to an announcement from the institution. The work applies analytical techniques to financial decision-making, aiming to limit losses for traders. Details on methods and results remain limited, and the announcement has so far drawn little public attention.
- 24Wegmans Tops Fortune 2026 Best Workplaces in Retail List▼Fortune Media and Great Place To Work name Wegmans Food Markets to 2026 Best Workplaces in Retail List, ranking No. 1
Wegmans Food Markets has been ranked No. 1 on Fortune's 2026 Best Workplaces in Retail list, compiled with Great Place To Work. The Rochester-based grocery chain again leads the industry ranking for workplace culture and employee satisfaction. Trade and retail press are noting the honor, which reinforces Wegmans' long-standing reputation as one of the most employee-friendly supermarket employers in the United States.
- 25European Parliament Presses Commission to Regulate Workplace Psychosocial Risks▼Parliament Has Spoken: The Commission Must Now Regulate Psychosocial Risks
The European Parliament has called on the European Commission to bring forward binding rules on psychosocial risks at work, such as stress, burnout and harassment. Trade unions and centre-left MEPs have long argued that existing guidance is not enough, while employer groups fear additional red tape. Attention now turns to whether the Commission will include a legislative proposal in its work programme.
- 26Attackers placed trades in 7 Iwai Cosmo accounts despite mandatory MFA●Iwai Cosmo Securities had made MFA mandatory after Japan's 2025 account-takeover wave. On Oct 14, attackers placed order
Attackers bypassed Iwai Cosmo Securities' mandatory multi-factor authentication on October 14, placing orders in seven customer accounts, five of which executed, without logging in as the customers. The intrusion reportedly exploited a misconfigured admin function at Trade Works, the vendor running the brokerage's system, amid Japan's 2025 wave of securities account takeovers.
- 27What Is Strategy (MSTR), the Bitcoin Treasury Company?▼What Is Strategy (MSTR)? The Bitcoin Treasury Company
Strategy, formerly known as MicroStrategy and trading under ticker MSTR, is the publicly listed company best known for holding bitcoin on its balance sheet as a core treasury asset. Under executive chairman Michael Saylor, it has accumulated one of the largest corporate bitcoin holdings in the world. Explanatory coverage is walking readers through how the business model works, how it funds its bitcoin purchases, and why the stock often trades as a proxy for bitcoin itself.
- 28Why a Machine Learning Trading System Couldn't Justify a Startup▼Why My Machine Learning Trading System Couldn't Justify a Startup
A developer has written about why they decided against turning their machine learning trading system into a startup, arguing the project could not be justified as a viable business. The piece walks through the reasoning behind shelving what was technically a working system, touching on the realities of competing in algorithmic trading. Readers are responding to the candid assessment of when a side project should not become a company.
- 29Germany's hospitals rely on immigrant nurses that unions ignore▼Les infirmières immigrées sont le pilier des hôpitaux allemands, mais les syndicats les ignorent Cet article fait partie
A report from a special series on today's challenges in the world of work, developed from a September 2025 workshop at the University of Kassel, argues that immigrant nurses form the backbone of German hospitals yet are largely overlooked by trade unions. It highlights a gap between migrant health workers' essential role in the health system and the lack of union representation and advocacy they receive.
- 30Linux Foundation survey finds faster coding but growing 'AI slop' burden▼Linux Foundation Survey Highlights Faster Coding and an ‘AI Slop’ Burden
The Linux Foundation has released a survey on AI-assisted software development, reporting that developers are coding faster with AI tools while also spending more time cleaning up low-quality, error-prone AI-generated code, a problem being called 'AI slop'. The findings point to a trade-off between productivity gains and added review and debugging work across open source and enterprise projects.
- 31IonQ Quantum Computers Gain Native Open Source Programming Support▼IonQ (IONQ) Gets Native Open Source Programming Support On Its Quantum Computers
IonQ, the Maryland-based quantum computing company traded under the ticker IONQ, has received native support for open source programming languages on its quantum computers. The development allows developers to program IonQ's machines directly with open source tools rather than relying solely on proprietary software, a step that could broaden access for researchers and developers working in the fast-moving quantum computing field.
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Elon Musk says he wants to give every child in the United States a share of SpaceX, according to a Wall Street Journal report. The pledge, made without clear details on how it would work, has sparked widespread searches about SpaceX stock, which remains privately held and is not publicly traded. Interest is high across Europe and the US.
- 33UN Sixth Committee Weighs Diplomatic Protection and Trade Law●Sixth Committee Considers Diplomatic Protection, Internal Justice, International Trade in Wide-Ranging Debate
The UN General Assembly's Sixth Committee, its main legal body, held a broad debate covering diplomatic protection, the United Nations' internal justice system, and international trade law. Delegates reviewed how states protect citizens abroad and examined reform questions around UN internal legal mechanisms, as part of the committee's ongoing session work on international legal standards.
- 34Epson to Show 6-Axis Collaborative Robot at ASSEMBLY Show 2026▼Epson to Showcase Collaborative 6-Axis Robot and Integrated Automation Solutions at The ASSEMBLY Show 2026
Epson has announced plans to present its collaborative 6-axis robot and a range of integrated automation solutions at The ASSEMBLY Show 2026. The company, a major maker of industrial robots and precision equipment, is positioning the exhibit as a demonstration of how its automation technologies can work together for manufacturing and assembly applications.
- 35NatWest orders 13,000 staff back to the office two days a week●NatWest orders 13,000 staff back to their desks two days a week https://www. theguardian.com/business/2026/ oct/20/natwe
NatWest has told around 13,000 employees they must work from the office at least two days a week, tightening its hybrid working policy. The move, reported by the Guardian, touches on the broader debate over remote work versus office attendance, with trade unions and staff concerned about work-life balance as major UK employers continue rolling back pandemic-era flexibility.
- 36Canadian PM Carney Visits Turkey to Diversify Trade▼🟠 UPDATE Canadian PM Carney Visits Turkey to Diversify Trade Prime Minister Mark Carney held a phone call with US Presid
Canadian Prime Minister Mark Carney is visiting Turkey as Ottawa works to diversify its trade relationships. The trip comes after Carney held a phone call with US President Donald Trump aimed at resolving ongoing trade tensions and tariffs between Canada and the United States, signalling direct diplomatic engagement despite strained formal channels.
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Intel shares moved higher in early trading after the chipmaker received an analyst upgrade, making it one of the notable market movers of the session. Investors are watching whether the improved rating marks a turning point for the company as it works through a difficult period in the semiconductor industry.
- 38Russia bans person-to-person bitcoin trading●# russia has banned person-to-person # bitcoin trading. This is like "closing the stable door" when you never owned a ho
Russia has banned person-to-person bitcoin trading, effective July 27, with the ban targeting platforms that allow conversion of bitcoin into and out of rubles. Critics are mocking the move, arguing it amounts to closing the stable door after the horse has gone, noting Russia never fully embraced crypto in the first place and that peer-to-peer activity is hard to police.
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A man has died following a reported shooting outside a trades school in Edmonton, CBC News reports. The incident prompted a police response at the scene, and investigators are working to establish the circumstances of the fatal shooting. Local residents have raised concerns about public safety near the school as details of the investigation emerge.
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Pharmaceutical manufacturers attending CPHI 2026 are deploying artificial intelligence across their operations, with the trade event highlighting how AI is being put to practical use in drug production. Coverage from Pharmaceutical Technology points to growing industry adoption of AI tools in manufacturing, as companies look to improve efficiency and quality in pharmaceutical supply chains.