AMG Lithium Projects Recognized by European Commission
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AMG Lithium Projects Recognized by European Commission

4 hours ago1 min
KONE Inaugurates India's First Digital Experience Centre in Pune to Advance Digital Innovation
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KONE Inaugurates India's First Digital Experience Centre in Pune to Advance Digital Innovation

New Centre showcases how AI, connectivity, data and digital solutions are transforming customer experiences and enabling smarter, more connected buildings PUNE, India , Oct. 9, 2026 -- KONE, a global leader in the elevator and escalator industry, today inaugurated India s first KONE Digital Experience Centre (DEC) in Pune, marking an important milestone in its digital transformation journey and commitment to creating exceptional customer experiences through technology, data and innovation. The Centre was jointly inaugurated by Jussi Herlin, Executive Vice Chair, KONE; Philippe Delorme, President and CEO, KONE along with Nandan Nilekani, Co-founder and Chairman of the Board, Infosys.

Tejas Networks and Qualcomm jointly demonstrate 6G Integrated Sensing and Communications (ISAC) technology at India Mobile Congress 2026
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Tejas Networks and Qualcomm jointly demonstrate 6G Integrated Sensing and Communications (ISAC) technology at India Mobile Congress 2026

BENGALURU, India , Oct. 9, 2026 -- Tejas Networks (BSE: 540595) (NSE: TEJASNET) in collaboration with Qualcomm Technologies is demonstrating Integrated Sensing and Communication (ISAC) at the India Mobile Congress (IMC) 2026. As the industry looks beyond 5G and towards 6G, new technological frontiers are being explored to transform communication networks into intelligent digital infrastructure. Integrated Sensing and Communication (ISAC) is one such foundational technology, enabling next-generation wireless networks to function as pervasive radar systems for enhanced situational awareness. The joint demonstration highlights how ISAC can leverage communication signals to detect and track objects in the surrounding environment, such as moving vehicles on city roads and drones in strategic areas, without requiring dedicated sensing infrastructure. By combining connectivity, sensing, and AI-driven analytics, ISAC has the potential to create more adaptive, context-aware, and efficient digital infrastructure.

IMC 2026: From Connectivity to Deployment at Scale, Fibocom Strengthens Its IoT Presence in India
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IMC 2026: From Connectivity to Deployment at Scale, Fibocom Strengthens Its IoT Presence in India

NEW DELHI , Oct. 9, 2026 -- Fibocom (300638.SZ; 0638.HK), a leading global provider of wireless communication modules and AI solutions, presented its latest portfolio at India Mobile Congress 2026, as growing adoption of 5G, energy digitalization and connected mobility creates new demand for IoT deployment across India. At the show, Fibocom highlighted applications spanning wireless broadband, energy, vehicle and asset management. Its FWA portfolio included 5G modules as well as CPE, ODU and MiFi solutions, while smart meters, vehicle tracking devices and EV battery trackers demonstrated how cellular connectivity is moving deeper into vertical applications.

SGS WINS SAF SUPPLY CHAIN EXCELLENCE AWARD AT INDIA SAF CONCLAVE & AWARDS 2026
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SGS WINS SAF SUPPLY CHAIN EXCELLENCE AWARD AT INDIA SAF CONCLAVE & AWARDS 2026

NEW DELHI , Oct. 9, 2026 -- We are proud to announce that we have been recognized with the SAF Supply Chain Excellence Award Testing, Inspection, Verification & Quality Assurance at the India SAF Conclave & Awards 2026, held on September 29 at Bharat Mandapam, New Delhi. This prestigious recognition highlights our contribution to strengthening quality, integrity, transparency and confidence across the Sustainable Aviation Fuel (SAF) value chain through its testing, inspection, verification and quality assurance capabilities.

Embark and Tavant Partner to Enable AI-Ready Global Capability Centres in India
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Embark and Tavant Partner to Enable AI-Ready Global Capability Centres in India

The partnership brings together Embark s end-to-end GCC setup and operations capabilities with Tavant s AI, data and digital engineering expertise to help enterprises build, scale and transform GCCs in India BENGALURU, India , Oct. 9, 2026 -- Embark , a premier, fully integrated service provider dedicated to accelerating the establishment and expansion of Global Capability Centres (GCCs) in India, and Tavant , a leading platform-powered AI transformation specialist, today announced a strategic partnership to help global enterprises design, build, operate and transform GCCs in India.

Chelsea FC announces new global partnership with GAC
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Chelsea FC announces new global partnership with GAC

GUANGZHOU, China and LONDON , Oct. 9, 2026 -- Chelsea Football Club today announced a global partnership, with GAC one of the world s fastest growing global automotive businesses which sees them become the club s Official Automotive Partner. The partnership brings together Chelsea s global football community and GAC s growing global automotive business, creating closer connections with fans and consumers in the UK, across Europe and beyond. Chelsea FC has one of the largest global fan bases in the world with millions of supporters across Europe and beyond. GAC are one of China s largest automobile manufacturers and the partnership comes at a time when GAC is expanding its global reach and into new markets with its range of high-quality, practical models.

Embark and Tavant Partner to Enable AI-Ready Global Capability Centres in India
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Embark and Tavant Partner to Enable AI-Ready Global Capability Centres in India

The partnership brings together Embark s end-to-end GCC setup and operations capabilities with Tavant s AI, data and digital engineering expertise to help enterprises build, scale and transform GCCs in India BENGALURU, India , Oct. 9, 2026 -- Embark , a premier, fully integrated service provider dedicated to accelerating the establishment and expansion of Global Capability Centres (GCCs) in India, and Tavant , a leading platform-powered AI transformation specialist, today announced a strategic partnership to help global enterprises design, build, operate and transform GCCs in India.

The Art Basel and UBS Survey of Global Collecting 2026 reveals Gen Z as the highest-spending generation
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The Art Basel and UBS Survey of Global Collecting 2026 reveals Gen Z as the highest-spending generation

This year s survey explores how high-net-worth collectors begin building their collections, highlighting the influence of family, rise in younger generations purchasing activity, evolving attitudes toward privacy, and the growing use of digital and AI-enabled tools for researching their purchases HONG KONG , Oct. 8, 2026 -- The Art Basel and UBS Survey of Global Collecting 2026 by Arts Economics, reveals fresh insights into the evolving behaviors and motivations of high-net-worth (HNW) collectors. Conducted by Arts Economics in collaboration with UBS, the survey draws on responses from 3,100 HNW individuals across 10 key markets: the US, UK, Mainland China, Hong Kong, France, Australia, Germany, Japan, Brazil and Singapore.

Thoughtworks Global CIO Survey 2026: India's CIOs hold more influence over AI decisions, but accountability is outpacing control
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Thoughtworks Global CIO Survey 2026: India's CIOs hold more influence over AI decisions, but accountability is outpacing control

India records the highest reliance on central IT for AI decision-making among 10 markets surveyed, even as CIOs face growing accountability for privacy and security outcomes they cannot fully influence BENGALURU, India and CHICAGO , Oct. 7, 2026 -- India s enterprise AI landscape is entering a new phase: technology leadership has a stronger grip on AI decision-making than in any other market surveyed, while Indian CIOs also report high visibility into independently adopted AI tools. Yet that visibility and influence do not necessarily translate into control over outcomes, as accountability for privacy and security increasingly extends beyond the boundaries of their authority.

Kaizen Analytix Becomes Kaizen Global to Reflect Expanding Global Footprint and Services Capabilities
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Kaizen Analytix Becomes Kaizen Global to Reflect Expanding Global Footprint and Services Capabilities

New Name and Refreshed Brand Identity Reflect the Company s Evolution Across AI, Data, Technology and Global Delivery ATLANTA , Oct. 7, 2026 -- Kaizen Analytix LLC, a global provider of AI, data analytics and technology services and solutions, today announced that it is changing its name to Kaizen Global LLC. The new name reflects the company s continued expansion across geographies, capabilities and industries, including the recent acquisition of Nihon Technology, growth of its global delivery model and expanded portfolio of AI and technology services.

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GenScript Launches Life Sciences Startup PitchFest with NVIDIA to Accelerate Biotech Innovation
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GenScript Launches Life Sciences Startup PitchFest with NVIDIA to Accelerate Biotech Innovation

Inaugural competition will connect emerging AI life sciences platforms with validation expertise, investors, and ecosystem partners during JPM Week PISCATAWAY, N.J. and SANTA CLARA, Calif. , Oct. 8, 2026 / PRNewswire / -- GenScript Biotech Corporation today announced the GenScript and NVIDIA Life Sciences Startup PitchFest , a global competition for startups applying artificial intelligence to therapeutic discovery and life sciences. The program brings together GenScript s wet lab validation and data generation capabilities and NVIDIA s accelerated computing platforms and startup ecosystem to help selected companies advance AI-driven platforms toward biological proof, investor engagement, and industry visibility.

Abusix launches 'Abusix Frontline' to invest in long-term partner growth
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Abusix launches 'Abusix Frontline' to invest in long-term partner growth

Margin protection, pipeline incentives, and autonomy to drive partner growth. BOSTON , Oct. 7, 2026 -- Abusix today announced Abusix Frontline , a program giving partners commercial incentives, autonomy, and support via Authorized and Advanced tiers. It offers deal registration, margin protection, pipeline incentives, and training. Partners retain standard margins on renewals and access to Abbie , an AI assistant for multilingual enablement. Jasper Lounio, Head of Channel, said: We ve built this program around what makes a partner want to invest their time and resources in growing with Abusix. That means strong margins, protecting those margins when customers renew, and recognizing the work into creating pipeline, not just the final transaction.

Structurely Rebrands as 21X and Launches Sports Revenue Platform in Partnership with GameAbove Sports
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Structurely Rebrands as 21X and Launches Sports Revenue Platform in Partnership with GameAbove Sports

Rebrand expands the company s AI engagement portfolio and introduces a sports-focused revenue platform backed by CapStone Holdings ASPEN, Colo. , Oct. 7, 2026 -- Structurely today announced its rebrand as 21X and the launch of 21X SPORTS , a new business vertical owned by 21X and developed in partnership with GameAbove Sports . The 21X name reflects a broader product portfolio built around the same commercial purpose that has guided Structurely for more than a decade: turn more customer conversations into revenue by capturing demand, sustaining follow-up and moving more opportunities toward action.

United Nations Spotlight Initiative launches Sync or Storm, a new interactive game to help prevent violence against women and girls before it starts
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United Nations Spotlight Initiative launches Sync or Storm, a new interactive game to help prevent violence against women and girls before it starts

Built on Equimundo: Center for Masculinity & Social Justice s research into boyhood and masculinity, the game aims to raise awareness among young people about the attitudes and behaviours that contribute towards violence against women and girls. NEW YORK , Oct. 7, 2026 -- The United Nations Spotlight Initiative has introduced Sync or Storm , an immersive adventure game for young people, as part of the WithHer digital advocacy campaign to build awareness, encourage positive intervention, and advance efforts to end violence against women and girls.

Project Eleven Launches Strongpoint for Post-Quantum Custody with Zcash Foundation as Initial Development Partner
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Project Eleven Launches Strongpoint for Post-Quantum Custody with Zcash Foundation as Initial Development Partner

Zcash Foundation joins Project Eleven to shape institutional custody infrastructure for the post-quantum and AI era as more than 1 trillion in digital assets remain at risk of attack by sufficiently powerful quantum computers. NEW YORK , Oct. 7, 2026 -- Project Eleven , the post-quantum security company for digital assets, today introduced Strongpoint , its flagship custody platform built for navigating the transition to post-quantum cryptography. Zcash Foundation joins Project Eleven as an initial development partner, helping shape Strongpoint s institutional custody architecture.

HackerOne Report Highlights Challenges of 'Exposure Debt': NYSE Content Update
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HackerOne Report Highlights Challenges of 'Exposure Debt': NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 9, 2026 -- The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Ashley Mastronardi delivers the pre-market update on October 9th HackerOne released its 10 th annual Security Research Report this week. The report found that the backlog of validated, unresolved vulnerabilities grew by 131% in two years. Exposure Debt is at the focus of the report, which HackerOne defines as the growing gap between what organizations find and what they can fix. CEO Kara Sprague will join NYSE Live to dive deeper into the findings and discuss the impact of AI across cybersecurity. Zeta Global held its Zeta Live 26 event in New York City on Thursday. Zeta Global (NYSE: ZETA) announced that it teamed up with Fireworks to develop the Athena Inference Model. CEO David Steinberg spoke to the heightened enthusiasm for Zeta Global s work and the evolution of Athena in an interview that will air on NYSE Live. The major averages will look to bounce back as investors monitor the AI trade. A revenue report from OpenAI impacted market activity on Thursday. Elevated Treasury yields and oil prices continue to drive economic sentiment.

Skydance Debuts on NYSE Following 'Historic' Media Merger: NYSE Content Update
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Skydance Debuts on NYSE Following 'Historic' Media Merger: NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 8, 2026 -- The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Ashley Mastronardi delivers the pre-market update on October 8th Skydance officially debuted this week as Paramount and Warner Bros. Discovery come together. The company says its mission is to build the next-generation global media + entertainment company powered by creativity and technology. In a statement, Chairman and CEO David Ellison said this marks a historic moment for the entire industry. Skydance shares began trading on the NYSE this past Tuesday under the ticker symbol SKYD. New York Comic Con 2026, which is the 20 th anniversary of the event, kicks off today from the Javits Center in New York City. The event is organized by RX, the dedicated exhibitions division of RELX. This year s NYCC features an Aspiring Professional Program to help support aspiring industry professionals. RX CEO Hugh Jones will join NYSE Live to discuss this year s event and the demand for in-person experiences. Elevated U.S. Treasury yields and oil prices are driving early-day market activity. Both the 10-year and 30-year notes hit their highest levels since 2002 this morning. ICE Brent Crude was trading at about 105 at 8 a.m. ET after President Trump said he doesn t want to make a deal with Iran. Wednesday s Fed Minutes revealed that most policymakers expect one more rate hike this year.

Snorkel AI Raises $350 Million to Help Push the Frontier: NYSE Content Update
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Snorkel AI Raises $350 Million to Help Push the Frontier: NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 7, 2026 -- The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Kristen Scholer delivers the pre-market update on October 7th Snorkel AI boosts it valuation to 3.5 billion as it looks to expand platform. Snorkel works with AI labs and enterprises on the data behind frontier model evaluation and training. CEO Alex Ratner will join NYSE Live to discuss why he believes advancing the science and tech behind data development will be among the most impactful areas of AI research. Jake Paul was among notable attendees at September s All-In Summit. In an interview with Kristen Scholer, Paul says that defense company Saronic is standing out for its ability to create hardware at scale and solve industry bottlenecks. Paul also said that the buildout of AI data centers in the U.S. is essential for national security. The S&P 500 will look to build off a fresh record. The large cap index closed above 7,800 for the first time ever during Tuesday s session. Minutes from the Fed s September meeting are due today at 2 p.m. ET.

NYSE Texas Delivers White Paper to Highlight its Mission: NYSE Content Update
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NYSE Texas Delivers White Paper to Highlight its Mission: NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 6, 2026 -- NEW YORK, The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Ashley Mastronardi delivers the pre-market update on October 6th NYSE Texas has released a white paper titled, NYSE Texas and the Reshaping of U.S. Capital Markets. It dives into what the establishment of Y all Street means for issuers, exchanges, and the future of listing platforms. Texas is home to 235 NYSE-listed companies worth a combined 4.8 trillion, with 130 issuers dual listed on NYSE Texas. NYSE Texas President Bryan Daniel will join NYSE Live to discuss the white paper and the benefits the exchange offers issuers and market participants.

New York Giants at NYSE for 40th Anniv. of Super Bowl XXI: NYSE Content Update
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New York Giants at NYSE for 40th Anniv. of Super Bowl XXI: NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 2, 2026 -- The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Kristen Scholer delivers the pre-market update on October 2nd New York Football Giants celebrate the 40 th anniversary of their 1986 Super Bowl team. Simms, the MVP of Super Bowl XXI, will join NYSE Live to discuss how winning the Big Game impacted the rest of his career. The team will also be honored during half of Sunday s game against the Cardinals at MetLife Stadium. Flow Engineering says it s the de facto platform for agentic hardware. The company says the fresh funds will help accelerate its mission to do for hardware what AI has already done for software. Flow Engineering s Founder + CEO Pari Singh will join NYSE Live to reveal how his company will deploy the 50 million in fresh funding. The September jobs report came out this morning ahead of market open. Economists expected to see that the U.S. added 90,000 jobs, with the unemployment rate holding steady at 4.1%. Treasury yields retreated from recent highs following a report that the EU countries were considering releasing strategic fuel reserves.

HackerOne Report Highlights Challenges of 'Exposure Debt': NYSE Content Update
news

HackerOne Report Highlights Challenges of 'Exposure Debt': NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 9, 2026 -- The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Ashley Mastronardi delivers the pre-market update on October 9th HackerOne released its 10 th annual Security Research Report this week. The report found that the backlog of validated, unresolved vulnerabilities grew by 131% in two years. Exposure Debt is at the focus of the report, which HackerOne defines as the growing gap between what organizations find and what they can fix. CEO Kara Sprague will join NYSE Live to dive deeper into the findings and discuss the impact of AI across cybersecurity. Zeta Global held its Zeta Live 26 event in New York City on Thursday. Zeta Global (NYSE: ZETA) announced that it teamed up with Fireworks to develop the Athena Inference Model. CEO David Steinberg spoke to the heightened enthusiasm for Zeta Global s work and the evolution of Athena in an interview that will air on NYSE Live. The major averages will look to bounce back as investors monitor the AI trade. A revenue report from OpenAI impacted market activity on Thursday. Elevated Treasury yields and oil prices continue to drive economic sentiment.

Skydance Debuts on NYSE Following 'Historic' Media Merger: NYSE Content Update
news

Skydance Debuts on NYSE Following 'Historic' Media Merger: NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 8, 2026 -- The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Ashley Mastronardi delivers the pre-market update on October 8th Skydance officially debuted this week as Paramount and Warner Bros. Discovery come together. The company says its mission is to build the next-generation global media + entertainment company powered by creativity and technology. In a statement, Chairman and CEO David Ellison said this marks a historic moment for the entire industry. Skydance shares began trading on the NYSE this past Tuesday under the ticker symbol SKYD. New York Comic Con 2026, which is the 20 th anniversary of the event, kicks off today from the Javits Center in New York City. The event is organized by RX, the dedicated exhibitions division of RELX. This year s NYCC features an Aspiring Professional Program to help support aspiring industry professionals. RX CEO Hugh Jones will join NYSE Live to discuss this year s event and the demand for in-person experiences. Elevated U.S. Treasury yields and oil prices are driving early-day market activity. Both the 10-year and 30-year notes hit their highest levels since 2002 this morning. ICE Brent Crude was trading at about 105 at 8 a.m. ET after President Trump said he doesn t want to make a deal with Iran. Wednesday s Fed Minutes revealed that most policymakers expect one more rate hike this year.

Snorkel AI Raises $350 Million to Help Push the Frontier: NYSE Content Update
news

Snorkel AI Raises $350 Million to Help Push the Frontier: NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 7, 2026 -- The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Kristen Scholer delivers the pre-market update on October 7th Snorkel AI boosts it valuation to 3.5 billion as it looks to expand platform. Snorkel works with AI labs and enterprises on the data behind frontier model evaluation and training. CEO Alex Ratner will join NYSE Live to discuss why he believes advancing the science and tech behind data development will be among the most impactful areas of AI research. Jake Paul was among notable attendees at September s All-In Summit. In an interview with Kristen Scholer, Paul says that defense company Saronic is standing out for its ability to create hardware at scale and solve industry bottlenecks. Paul also said that the buildout of AI data centers in the U.S. is essential for national security. The S&P 500 will look to build off a fresh record. The large cap index closed above 7,800 for the first time ever during Tuesday s session. Minutes from the Fed s September meeting are due today at 2 p.m. ET.

NYSE Texas Delivers White Paper to Highlight its Mission: NYSE Content Update
news

NYSE Texas Delivers White Paper to Highlight its Mission: NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 6, 2026 -- NEW YORK, The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Ashley Mastronardi delivers the pre-market update on October 6th NYSE Texas has released a white paper titled, NYSE Texas and the Reshaping of U.S. Capital Markets. It dives into what the establishment of Y all Street means for issuers, exchanges, and the future of listing platforms. Texas is home to 235 NYSE-listed companies worth a combined 4.8 trillion, with 130 issuers dual listed on NYSE Texas. NYSE Texas President Bryan Daniel will join NYSE Live to discuss the white paper and the benefits the exchange offers issuers and market participants.

New York Giants at NYSE for 40th Anniv. of Super Bowl XXI: NYSE Content Update
news

New York Giants at NYSE for 40th Anniv. of Super Bowl XXI: NYSE Content Update

NYSE issues a pre-market daily advisory direct from the trading floor. NEW YORK , Oct. 2, 2026 -- The New York Stock Exchange (NYSE) provides a daily pre-market update directly from the NYSE Trading Floor. Access today s NYSE Pre-market update for market insights before trading begins. Kristen Scholer delivers the pre-market update on October 2nd New York Football Giants celebrate the 40 th anniversary of their 1986 Super Bowl team. Simms, the MVP of Super Bowl XXI, will join NYSE Live to discuss how winning the Big Game impacted the rest of his career. The team will also be honored during half of Sunday s game against the Cardinals at MetLife Stadium. Flow Engineering says it s the de facto platform for agentic hardware. The company says the fresh funds will help accelerate its mission to do for hardware what AI has already done for software. Flow Engineering s Founder + CEO Pari Singh will join NYSE Live to reveal how his company will deploy the 50 million in fresh funding. The September jobs report came out this morning ahead of market open. Economists expected to see that the U.S. added 90,000 jobs, with the unemployment rate holding steady at 4.1%. Treasury yields retreated from recent highs following a report that the EU countries were considering releasing strategic fuel reserves.

Magazine Focus

Cover Story

Beyond Automation: How Artificial Intelligence Is Entering the Factory Floor

Artificial intelligence is beginning to extend industrial automation by helping manufacturers interpret data, identify patterns and support decisions across increasingly complex operations. This edition examines practical applications of AI in manufacturing, including visual inspection, predictive maintenance, process optimization, planning and energy management. It also explores the data quality, integration, governance and human oversight required to move AI from experimentation toward dependable industrial use where reliability and operational consequences matter.

Editor's Note

AI introduces new possibilities for manufacturing, but industrial environments demand a higher standard than novelty alone. Systems must operate within processes where reliability, safety and consistency are essential. This edition looks at artificial intelligence beyond the excitement surrounding the technology, focusing on practical applications and the operational foundations manufacturers need before AI can become a dependable part of factory decision-making.

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