DATA ENGINEERING
Northwestern scientists put tiny particles in liquid under an electric field; they began moving together without touching, and the liquid carried the signals
Engineers at Northwestern University have made a fascinating discovery: tiny plastic spheres can synchronize their movements within a liquid environment. Remarkably, this phenomenon arises from fluid interactions rather than direct communication or contact. These findings could illuminate the dynamics of coordination seen in nature, such as in fireflies or heart cells. Researchers hope to leverage this synchronization to explore potential applications across various fields.
In 2007, California rebuilt 160 feet of sliding Marina Drive with 133,000 discarded tires; the lighter repair saved Mendocino County about $740,000 in costs
Mendocino County pioneered an innovative approach by utilizing 133,000 discarded tires to produce Tire-Derived Aggregate for its road construction projects. This initiative resulted in significant savings of approximately $740,000. The lightweight TDA material is not only efficient for specific construction needs but also emphasizes the importance of smart engineering for optimal drainage and support. This endeavor showcases creative strategies in addressing waste management and infrastructural development.
Arunoday Singh-headed O-Health secures strategic funding
O-Health has received strategic funding from several investors to advance its healthcare technology solutions. The company aims to enhance its voice-first AI-enabled clinical pre-assessment platform for better patient information management. The investment will support the expansion into additional healthcare sectors and development of indigenous AI models and clinical hardware. O-Health plans to broaden its focus to include preventive health technologies and intelligent hospital workflows.
Environmental groups embrace AI, even as they warn of data center impacts
Environmental organisations are increasingly leveraging artificial intelligence to enhance conservation efforts and analyze ecological data. Many express concerns about the environmental impact caused by data centers that support AI technologies. The energy and water consumption of these centers is projected to double by 2030, raising emissions concerns.
ETtech Deals Digest: Eloelo leads as weekly funding rises to $142 million, down 35% on-year
Eloelo led deal activity with $80 million, followed by Peppermint Robotics at $10.6 million, altM at $10.3 million, Two Point O Capital at $10 million, and PowerUp Money at $10 million. Crane Venture Partners was among the most active investors, backing Peppermint Robotics and Armatrix. Omnivore invested in altM and Two Point O Capital, while Flourish Ventures backed PowerUp Money.
Paras Semiconductors, BroadPak join hands to build advanced semiconductor packaging capabilities
The collaboration will combine Paras Semiconductors' manufacturing ambitions in opto-electronics, photonics and co-packaged optics with BroadPak's technology expertise in advanced semiconductor packaging, heterogeneous integration and chiplet-based system architectures, it said.
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Goldman Sachs names 109 new global partners, 14 Indians make the cut; two promoted in Bengaluru
As of January 1, 2027, Goldman Sachs is set to elevate 109 employees globally to partner roles. Among these, there are 14 Indians across global offices, including two based in India, with Gowri Sekar making history as the first female partner from the Indian offices. This year's promotion intake marks the highest since 2010, highlighting the firm's focus on its significant Indian engineering workforce.

GCCs ramp up hiring for AI, data, cybersecurity professionals; face talent shortage: Report
India's GCCs are directing a greater share of technology recruitment towards specialists who can deploy AI, manage data and secure enterprise systems, according to the India GCC Tech Talent Landscape - Q2 FY27 Report by staffing and workforce solutions provider Quess Corp.

AI, data, cybersecurity lead tech hiring with 30.3% share in September quarter
In India, the demand for roles in AI, data, and cybersecurity within Global Capability Centers (GCCs) has surged, even amid a slight overall hiring decline. AI and data professional roles saw a 14% increase quarter-on-quarter, while cybersecurity positions grew by 12%. Notably, tier-2 cities like Coimbatore achieved a remarkable 30% growth. By 2030, the GCC workforce in India is projected to reach between 2.7 and 2.8 million.

China blocks SoftBank's $5.4 billion takeover of ABB's robotics division: FT
Softbank had agreed to buy ABB's robotics business in October last year, as CEO Masayoshi Son sought to establish SoftBank as a core player in the development of artificial intelligence.

China blocks SoftBank's $5.4 billion takeover of ABB's robotics division: Report
China has informed Japanese investor SoftBank that it will block the $5.4 billion acquisition of ABB's robotics segment. This decision is driven by concerns about data transfer overseas for artificial intelligence training. SoftBank had hoped for approval after reaching an agreement last October. ABB's robotics business significantly relies on the Chinese market, contributing about 30% of its total operations.

Apple cuts employee AI budgets in cost-control push
Apple has reduced employee budgets for AI usage as part of a broader effort to rein in costs, even as it seeks to expand the use of AI across its operations, Bloomberg News reported on Wednesday, citing people familiar with the matter.

Midterm results may slow US visa curbs, but no quick relief likely for IT
The opposition party’s takeover of both chambers of US Congress is expected to bring greater scrutiny of the administration’s policy decisions, potentially slowing further restrictions, industry experts told ET. However, any improvement in sentiment is unlikely to translate quickly into higher hiring or technology spending.

AI data center stocks dip, renewables surge after Democrat sweep in US midterm elections
The Democratic sweep, which included victories in traditional Republican strongholds and key data-center hubs Texas and Georgia, will usher in divided government in Washington and raises the prospect of greater congressional oversight of industries that benefited from Republican control.

AI data center stocks dip, renewables surge after Democrat sweep in US midterm elections
AI data centre stocks declined while renewable energy and healthcare shares rallied after Democrats won control of Congress in the US midterm elections. Investors assessed the possibility of tighter AI oversight and continued clean energy support. Defence contractors and prison operators fell amid concerns over changing government spending and immigration policies.

AI boom draws chip supply from other end-markets, Siltronic CEO says
Siltronic, which makes silicon wafers used in semiconductors, raised its annual sales forecast for the second time this year on Wednesday, citing stronger demand for its wafers.

Strong balance sheet, domestic focus, and a moat matter more: 5 large-cap stocks with upside potential of up to 24%
The big event the market was waiting for has come and gone. So, is there greater clarity about where the crisis in the Gulf is headed? Not really. While US President Trump acknowledged the war was one of the reasons his Republican party received a drubbing at the hands of the Democrats, he said he would do it again. Which suggests it is unlikely that the uncertainty and volatility in the markets will go away anytime soon.

Tencent rolls out AI model trained with limited cybersecurity data amid hacking fears
Tencent on Wednesday released Hy4, its new open-source model, that the company said was trained with limited cybersecurity data to "defensive" content to reduce the risks of the model's ability to aid cyberattacks.

IndiaAI Mission's three indigenous AI models target offline mobile access, secure use in critical sectors
Three indigenous artificial intelligence (AI) models launched under the Centre's IndiaAI Mission are being developed for applications ranging from offline access on mobile phones to secure use in critical sectors such as defence, cybersecurity and banking.

In 2021, Pennsylvania mixed plastic equal to about 150,000 shopping bags into 1.5 miles of road at Ridley Creek; later checks found it performing like normal asphalt
In Pennsylvania, innovative engineers have embarked on a groundbreaking project, integrating recycled plastic from single-use shopping bags into an asphalt blend for road construction. The initial phase focused on assessing how this eco-friendly mixture performed compared to traditional materials. Early findings suggested promising durability under standard traffic conditions. Continued observation will reveal the sustainability of this approach for future road projects.

IIT graduate’s father was a sweet seller in Lucknow; he got 48% in class 5, later went on to get top grades in IIT, today earns more than Rs 2 crore per year as AI engineer: ‘I earn in a month…’
Tejash Vaish was once part of a humble family in Lucknow, where his father made a living by selling sweets. Although he faced academic challenges throughout his school years, he ultimately changed his circumstances through dedication and effort. Currently, he has a computer science degree from IIT Kanpur and is employed in Dubai, earning an impressive yearly salary exceeding Rs 2.5 crore.

Tata Projects wins contract to build global automaker's plant in Maharashtra
Tata Projects has secured a contract to build a greenfield plant in Chhatrapati Sambhajinagar, Maharashtra. This project will involve the assembly shop, press, weld shop, and auxiliary buildings. The work encompasses civil, structural, architectural construction, and Mechanical, Electrical, and Plumbing systems. Rajiv Menon mentioned the collaboration with a global automotive manufacturer will enhance advanced manufacturing capabilities.

NTT Data to nearly triple Mangaluru workforce to over 2,500 by 2027
The company entered Mangaluru through its acquisition of local cloud engineering company Niveus Solutions, and is looking to use the city as a base for developing specialised technology capabilities. Its focus areas include healthcare and life sciences, automotive, manufacturing, high technology, AI and data.

Florida Learjet 60 crash: What investigators will look for in the jet's final flight data
Investigators are examining the causes of the Learjet 60 crash that occurred in Florida on November 1. The private jet was flying from Austin, Texas, to North Eleuthera, Bahamas, when it faced emergencies. Reports mentioned that the crew encountered icing, turbulence, and precipitation before declaring an emergency. Officials from the National Transportation Safety Board are leading the investigation with the Federal Aviation Administration's assistance.

Ashish Kacholia-owned Knowledge Marine shares jump 4% on Rs 303 crore order win; stock up 67% in 2026
Knowledge Marine shares gained 4.17% after securing a Rs 303.17 crore, three-year maintenance dredging contract from New Mangalore Port Authority. The company also announced a November 6 record date for its five-for-one stock split.

AI search gains 3-fold influence over traditional search in shopping decisions: McKinsey
McKinsey's survey, conducted in June 2026, covered around 21,000 consumers across 11 markets. It found that 56 per cent of consumers had used standalone AI chat or search tools for shopping in the previous three months, compared with 27 per cent who had used AI shopping assistants operated by retailers.

Google’s Space AI just wrote a Haiku from orbit; here’s how it did it
Google launched its Project Suncatcher prototype satellite on October 1, 2026, aboard SpaceX's Transporter-18 mission. Following initial checks, the satellite completed early machine learning tests with its onboard Gemma AI model. During a ground-station pass, the satellite generated a haiku about life in space, showcasing its capabilities. Google plans to explore the reliability of this technology under space conditions in future tests.

AI led services to generate up to $200 billion in new work by 2030: BCG report
A recent report highlights the transformative impact of artificial intelligence-led services on the job market, predicting significant workforce expansion by 2030. It estimates the global services market will surge from $ 1.6-1.7 trillion to a remarkable $ 2.2-2.4 trillion. To leverage this growth, technology employees must undergo reskilling. Up to 40 new Applied AI roles may emerge, but organizations risk increased expenses by seeking external hires for these specialized jobs.

Innodata layoffs: AI data services company fires 550 employees in India
Around lunchtime on Monday, employees began losing access to company systems and received termination emails on their personal accounts, the report said.
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