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Global Scans · Machines · Weekly Summary


  • [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
  • [New] 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
  • [New] In 2026, fleets will increasingly rely on platforms that integrate telematics, use machine learning to stay ahead of fraudsters, and employ transaction intelligence to identify suspicious activity in real time. Fleet Management Weekly
  • [New] Federated Learning: Machine learning models will improve by learning from failures and patterns across thousands of similar machines globally (while preserving data privacy), accelerating the collective intelligence of industrial assets. ManufactureNow
  • [New] With a dramatic increase in the number of machine identities (think: AI agents, automated integrations, etc.) being deployed, incorrect access controls and poor API security posed a growing threat that is anticipated to carry over into 2026. NMFTA - National Motor Freight Traffic Association
  • [New] More recently, the Emirati government declared that it aims to become the world's first AI-native government by 2027, embedding machine learning systems into nearly every layer of governance. ECDHR
  • [New] Marketing: Agent intermediated buying changes discovery: Gartner explicitly predicts buying flows increasingly mediated by AI agents, shifting optimization from human-facing SEO/PPC to making products machine-readable and optimised for agent selection. Rajesh Jain
  • [New] A major shift in 2026 will be machine-to-machine service on behalf of customers. Engage Hub
  • [New] The Ninth Circuit upheld a ban on machine guns and is expected to validate California's assault-weapons ban. Michael Best & Friedrich LLP
  • Shell uses machine learning to predict failures in rotating equipment across refineries and offshore platforms, reducing downtime and safety incidents. The Data Community
  • Starcloud says it has trained an AI model in orbit for the first time - a proof-of-concept that some machine learning might eventually run off-planet. 2026 Preview: Abundance and Volatility | Paradigm Press
  • Fujitsu plans to launch a 1,000-qubit quantum computer in 2027, with a 10,000-qubit machine also in development. Analytics India Magazine
  • Industry forecasts compiled by outlets like Solutions Review's 2026 expert predictions warn that AI-driven tooling is accelerating how quickly attackers can chain misconfigurations and vulnerabilities, widening the speed gap between human defenders and machine-speed adversaries. Nucamp Bootcamp
  • CFS aims to hit a key technical milestone in 2027 by generating net energy at its demonstration machine before producing commercial-scale fusion energy in the early 2030s. The Fusion Report: The Business of Fusion Energy
  • For machine learning practitioners, platform engineers, and technology leaders, decisions made in 2026 will determine whether AI agents become a durable capability or remain stuck in pilot mode. TechGig

Last updated: 01 February 2026



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