Global Scans · Machines · Weekly Summary

• [New] As the U.S. Air Force completes its Decision Advantage Sprint for Human-Machine Teaming experiments, the potential for AI to accelerate decision-making in complex battle scenarios is becoming increasingly evident. Aerospace & Defense News
• [New] In 2026, AI-powered contrail forecasting models combine satellite observations, atmospheric humidity and temperature layers, numerical weather simulations, and machine learning to predict where persistent contrails are likely to form. Apidots
• [New] Identity security is rapidly evolving from simple username/password models into AI-driven governance, liveness biometrics, decentralized identity, passwordless passkeys, and machine identities that will define access in 2026. Cybersecurity News Everyday
• [New] Competitive Landscape: Leaders Driving the Future IBM Corporation IBM leads with its Quantum Network and Qiskit ecosystem, powering numerous financial institutions in risk modeling, optimization, and quantum machine learning through cloud and hybrid deployments. openpr
• [New] Sessions will explore how machine learning can optimize smart grids and energy storage systems, a growing need as data center electricity demand is expected to increase dramatically by 2026. Inspenet
• [New] Ahrefs has revolutionized its Keywords Explorer tool in 2026, incorporating machine learning algorithms that predict keyword trends and seasonal fluctuations with 94% accuracy. Topical Map AI
• [New] In 2026, more companies will rely on big data, machine learning, and AI to optimize their business operations. Ziniks.com
• [New] The National Bank of Georgia has established a Report Lab platform and, as well as more advanced machine learning solutions for systemic risk detection, is exploring blockchain-based solutions for reporting to further enhance regulatory data transparency. Central Banking
• [New] Demand for more powerful and efficient data centers is accelerating technological innovation, particularly around AI and machine learning, which will revolutionise the way we live and work and reshape economic landscapes over the next decade. Insurance Business
• [New] In 2026, AI and machine learning are increasingly being used to provide real-time valuation models, risk analytics, and predictive insights for tokenized assets. NASSCOM | The Official Community of Indian IT Industry
• [New] 2026 will force a new identity security playbook to be built for a world where AI systems, machine identities, and autonomous agents outnumber humans, operate at machine speed, and increasingly make decisions beyond direct human oversight. Oberig IT
• [New] Firms like Cisco and Juniper are integrating machine learning-based analytics into their network monitoring platforms as a direct countermeasure to the rising tide of AI-powered malware threats. TrustCommunity
• [New] Projections using a machine-learning model, trained on historical socioeconomic and water-resources data, reveal the impact of inequality on water security and predict that, by 2100, 63% of the global population could face severe water scarcity. Nature
• [New] Quantum advantage will happen first in chemistry, followed by optimization, and third in mathematical problems including AI quantum machine learning applications. ThePromptBuddy
• [New] In the coming years, we will see more machine learning trends that shift towards automation, speed, efficiency, and become increasingly specialized. SoftTeco
• [New] While demand for technical AI skills is high, with roles in AI and machine learning projected to see a 4.1% salary gain in 2026 according to the Robert Half 2026 Salary Guide, the automation of technical work is simultaneously elevating the importance of skills that machines cannot replicate. Big News Network.com
• [New] Imagine American football transformed by sports technology in 2026, where artificial intelligence and machine learning predict plays with pinpoint accuracy. HotBot
• [New] 50% of global organizations will require AI-free assessments by 2026 to ensure candidates can demonstrate independent reasoning and critical-thinking skills without machine assistance. Rajesh Jain
• [New] Singapore has been at the forefront of exploring the potential of Artificial Intelligence and machine learning. Nimc
• [New] Product designs and development will be driven by AI and machine learning over the next ten years. Digital Engineering 24/7
• Industry giants such as Raytheon, BAE Systems, and Thales Group are developing AI-enabled adaptive jamming systems that use machine learning to detect and neutralize interference in real time - a capability that could prove decisive in future conflicts. Grand Pinnacle Tribune

Last updated: 08 February 2026