With AI tools now widely available to legal professionals, educators and practitioners argue that law schools should integrate practical AI instruction into curricula rather than leave students to learn informally.
The article describes a semester-long experiment in an Entrepreneurship Clinic where students were trained on legal AI tools from platforms such as Bloomberg Law, Lexis and Westlaw, with exercises designed to show both advantages and limitations of these systems.
In structured exercises, students used different AI products to carry out tasks like drafting, research and client communication, revealing that tools vary widely in capabilities and reinforcing the importance of independent legal judgement.
Educators emphasise that AI should be taught as a complement to legal reasoning, not a substitute, and that understanding how and when to verify AI outputs is essential for responsible practice.
The article concludes that clarifying the distinction between AI as a tool and as a crutch will help prepare future lawyers to use technology ethically and competently in both transactional work and litigation.
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AI is increasingly reshaping European workplaces, though large-scale job losses have not yet materialised. Studies by labour bodies show that tasks change faster than roles disappear.
Policymakers and employers face pressure to expand AI skills while addressing unequal access to them. Researchers warn that the benefits and risks concentrate among already skilled workers and larger organisations.
Education systems across Europe are beginning to integrate AI literacy, including teacher training and classroom tools. Progress remains uneven between countries and regions.
Microsoft experts say workforce readiness will depend on evidence-based policy and sustained funding. Skills programmes alone may not offset broader economic and social disruption from AI adoption.
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Samsara has built a platform that helps companies with physical operations run more safely and efficiently. Founded in 2015 by MIT alumni John Bicket and Sanjit Biswas, the company connects workers, vehicles, and equipment through cloud-based analytics.
The platform combines sensors, AI cameras, GPS tracking, and real-time alerts to cut accidents, fuel use, and maintenance costs. Large companies across logistics, construction, manufacturing, and energy report cost savings and improved safety after adopting the system.
Samsara turns large volumes of operational data into actionable insights for frontline workers and managers. Tools like driver coaching, predictive maintenance, and route optimisation reduce risk at scale while recognising high-performing field workers.
The company is expanding its use of AI to manage weather risk, support sustainability, and enable the adoption of electric fleets. They position data-driven decision-making as central to modernising critical infrastructure worldwide.
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Elevate for Educators, launched by Microsoft, is a global programme designed to help teachers build the skills and confidence to use AI tools in the classroom. The initiative provides free access to training, credentials, and professional learning resources.
The programme connects educators to peer networks, self-paced courses, and AI-powered simulations. The aim is to support responsible AI adoption while improving teaching quality and classroom outcomes.
New educator credentials have been developed in partnership with ISTE and ASCD. Schools and education systems can also gain recognition for supporting professional development and demonstrating impact in classrooms.
AI-powered education tools within Microsoft 365 have been expanded to support lesson planning and personalised instruction. New features help teachers adapt materials to different learning needs and provide students with faster feedback.
College students will also receive free access to Microsoft 365 Premium and LinkedIn Premium Career for 12 months. The offer includes AI tools, productivity apps, and career resources to support future employment.
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Almost all Indian companies plan to sustain AI spending even without near-term financial returns. A BCG survey shows 97 percent will keep investing, higher than the 94 percent global rate.
Corporate AI budgets in India are expected to rise to about 1.7 percent of revenue in 2026. Leaders see AI as a long-term strategic priority rather than a short-term cost.
Around 88 percent of Indian executives express confidence in AI generating positive business outcomes. That is above the global average of 82 percent, reflecting strong optimism among local decision-makers.
Despite enthusiasm, fewer Indian CEOs personally lead AI strategy than their global peers, and workforce AI skills lag international benchmarks. Analysts say talent and leadership alignment remain key as spending grows.
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AI workloads are placing unprecedented strain on system on chip interconnects. Designers face complexity that exceeds the limits of traditional manual engineering approaches.
Semiconductor engineers are increasingly turning to automated network on chip design. Algorithms now generate interconnect topologies optimised for bandwidth, latency, power and area.
Physically aware automation reduces wirelengths, congestion and timing failures. Industry specialists report dramatically shorter design cycles and more predictable performance outcomes.
As AI spreads from data centres to edge devices, interconnect automation is becoming essential. The shift enables smaller teams to deliver powerful, energy efficient processors.
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London Mayor Sir Sadiq Khan has warned that AI could become a ‘weapon of mass destruction of jobs‘ if its impact is not managed correctly. He said urgent action is needed to prevent large-scale unemployment.
Speaking at Mansion House in the UK capital, Khan said London is particularly exposed due to the concentration of finance, professional services, and creative industries. He described the potential impact on jobs as ‘colossal’.
Khan said AI could improve public services and help tackle challenges such as cancer care and climate change. At the same time, he warned that reckless use could increase inequality and concentrate wealth and power.
Polling by City Hall suggests more than half of London workers expect AI to affect their jobs within a year. Sadiq Khan said entry-level roles may disappear fastest, limiting opportunities for young people.
The mayor announced a new task force to assess how Londoners can be supported through the transition. His office will also commission free AI training for residents.
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Consumers across the US are increasingly starting everyday digital tasks with AI, rather than search engines or individual apps, according to new research tracking changes in online behaviour.
Dedicated AI platforms are becoming the first place where intent is expressed, whether users are planning travel, comparing products, seeking advice on purchases and managing budgets.
Research shows more than 60% of US adults used a standalone AI platform last year, with younger generations especially likely to begin personal tasks through conversational tools rather than traditional search.
Businesses face growing pressure to adapt as AI reshapes how decisions begin, encouraging companies to rethink marketing, commerce and customer journeys around dialogue rather than clicks.
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Smoke alarms remain critical in preventing fatal house fires, according to fire safety officials. Real-life incidents show how early warnings can allow families to escape rapidly spreading blazes.
Modern fire risks are evolving, with lithium-ion batteries and e-bikes creating fast and unpredictable fires. These incidents can release toxic gases and escalate before flames are clearly visible.
Traditional smoke alarm technology continues to perform reliably despite changes in household risks. At the same time, intelligent and AI-based systems are being developed to detect danger sooner.
Reducing false alarms has become a priority, as nuisance alerts often lead people to turn off devices. Fire experts stress that a maintained, certified smoke alarm is far safer than no smoke alarm at all.
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Oscar-winning actor Matthew McConaughey has trademarked his image and voice to protect them from unauthorised use by AI platforms. His lawyers say the move is intended to safeguard consent and attribution in an evolving digital environment.
Several clips, including his well-known catchphrase from Dazed and Confused, have been registered with the United States Patent and Trademark Office. Legal experts say it is the first time an actor has used trademark law to address potential AI misuse of their likeness.
McConaughey’s legal team said there is no evidence of his image being manipulated by AI so far. The trademarks are intended to act as a preventative measure against unauthorised copying or commercial use.
The actor said he wants to ensure any future use of his voice or appearance is approved. Lawyers also said the approach could help capture value created through licensed AI applications.
Concerns over deepfakes and synthetic media are growing across the entertainment industry. Other celebrities have faced unauthorised AI-generated content, prompting calls for stronger legal protections.
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