Centre for Sustainable AI

🚀 AI Assistants vs. AI Agents: What’s the Difference? 🤖 AI is transforming the way businesses operate, but do you know the key difference between AI assistants and AI agents? Understanding their roles can help organizations unlock new efficiencies and capabilities. 🔹 AI Assistants – Think of them as highly capable digital helpers. They respond to user prompts, automate tasks, and provide insights—like chatbots and virtual assistants (e.g., Siri, Alexa, or IBM watsonx™ Assistant). However, they require user input to act. 🔹 AI Agents – These are more autonomous and proactive. Unlike assistants, AI agents can break down tasks, make decisions, and execute workflows independently. They integrate with external tools, adapt to new information, and operate with minimal human intervention. 💡 Why It Matters for Business AI assistants improve customer support, streamline workflows, and enhance productivity. Meanwhile, AI agents take automation further by optimizing processes, making data-driven decisions, and operating in complex environments like finance, HR, and healthcare. As AI continues to evolve, the collaboration between assistants and agents will redefine efficiency in the workplace. Is your business ready to leverage this technology? For more information, visit: https://lnkd.in/gkGT2sqQ #ArtificialIntelligence #Automation #AIAgents #AIAssistants #BusinessInnovation #DigitalTransformation

🧠 𝗕𝗿𝗮𝗶𝗻-𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗜𝗻𝘁𝗲𝗿𝗳𝗮𝗰𝗲𝘀: 𝗥𝗲𝘀𝘁𝗼𝗿𝗶𝗻𝗴 𝗙𝘂𝗻𝗰𝘁𝗶𝗼𝗻 & 𝗘𝘅𝗽𝗮𝗻𝗱𝗶𝗻𝗴 𝗣𝗼𝘀𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 🚀 Imagine controlling a robotic arm or communicating—just by thinking! Brain-computer interfaces (BCIs) are unlocking incredible opportunities, not just in gaming or robotics, but in restoring movement, speech, and sensation for patients with neurological conditions like ALS, spinal cord injuries, and stroke. While BCIs are making groundbreaking strides, challenges remain—from decoding brain signals to ensuring ethical use. As innovation accelerates, researchers believe life-changing breakthroughs are within reach. How do you see BCIs shaping the future? Share your thoughts below! 👇 For more information, visit: https://lnkd.in/e-K7TE_2 #AI #Neurotech #HealthcareInnovation #BrainComputerInterface #MedicalTechnology #Ethics

🧠🤖 𝗔𝗜 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗳𝗿𝗼𝗺 𝘁𝗵𝗲 𝗛𝘂𝗺𝗮𝗻 𝗕𝗿𝗮𝗶𝗻: 𝗧𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲 𝗼𝗳 𝗛𝘂𝗺𝗮𝗻-𝗔𝗜 𝗜𝗻𝘁𝗲𝗿𝗮𝗰𝘁𝗶𝗼𝗻 AI is becoming more intuitive, thanks to Brain-Computer Interfaces (BCI) and Reinforcement Learning (RL). By interpreting neural signals, AI agents can learn and adapt in real-time, enhancing human-computer interactions. 🔹 How It Works: BCIs decode brain activity, enabling AI to adjust based on human feedback. Studies have shown how EEG signals can train robotic agents and refine autonomous vehicle behaviour, making interactions more personalised and efficient. 🚗💡 🔹 Challenges: ⚡ Decoding neural signals is complex and varies across individuals. ⚡ Real-time adaptation is crucial for seamless interactions. ⚡ Ethical concerns around privacy and consent must be addressed. This exciting fusion of AI, BCI, and RL is reshaping how technology understands and responds to us. As research progresses, it holds the potential to revolutionise AI-driven systems. For more information, visit: https://lnkd.in/engHv6zD #AI #BrainComputerInterface #ReinforcementLearning #Neuroscience #HumanAIInteraction #EthicalAI

🚀 The Future of AI Learning: Aligning Machines with Human Cognition 🧠 AI is evolving beyond just understanding words—it’s learning to interpret emotions, adapt to preferences, and anticipate human needs. But how do we ensure AI aligns with our values? One approach, Reinforcement Learning from Human Feedback (RLHF), has improved models like ChatGPT by incorporating user feedback. Yet, it faces scalability challenges—human annotation is time-consuming and limited in depth. This is where Passive Brain-Computer Interfaces (pBCIs) become important. Unlike RLHF, which relies on explicit feedback, pBCIs capture real-time cognitive and emotional insights directly from brain activity. This enables AI to refine its responses with deeper, implicit feedback—a game-changer for AI-human alignment! 🔹 The potential? AI that truly understands and supports us—more adaptive, responsive, and ethical. 🔹 The challenge? Privacy, technical reliability, and regulatory clarity must be addressed to ensure responsible deployment. The future of AI is neuroadaptive, and we’re just beginning to explore its possibilities! 🌍✨ For more information, visit: https://lnkd.in/g9bFNkzC #AI #MachineLearning #AIAlignment #BCI #EthicalAI #FutureTech

🚀 EU AI Act: Prohibited Practices & AI Literacy Now in Effect 🤖📜 The EU Artificial Intelligence Act (EU 2024/1689) is now shaping AI governance with its first set of enforceable rules, effective 2 February 2025. This includes prohibited AI practices and AI literacy requirements, marking a crucial step toward safe and ethical AI in Europe. 🌍✨ 🔴 What AI Practices Are Now Prohibited? (Article 5) ❌ Facial recognition databases built from scraped online images or security footage ❌ Biometric categorization to determine identity or emotions in schools & workplaces ❌ Manipulative AI designed to influence behavior ❌ Social scoring systems evaluating individuals based on behavior or characteristics ❌ Criminal prediction software profiling individuals without objective evidence ❌ AI that exploits age, disability, or socioeconomic status for behavioral influence 💡 AI Literacy: A Must for AI Users Under Article 4, AI providers and deployers must understand how AI operates, its impact, and how to use it responsibly. The European Commission has also launched AI literacy resources and will host a webinar on 20 Feb. to guide organizations in compliance. 📅 What’s Next? 🔹 2 August 2025 – National regulatory authorities will be empowered to enforce the Act and issue fines of up to €35M or 7% of annual revenue. 🔹 The Code of Practice for General-Purpose AI Models is expected in April 2025. 🔹 Annual review of prohibited AI practices by the European Commission. The AI Act is setting global standards for responsible AI, ensuring innovation thrives while protecting fundamental rights. Now is the time for businesses to align with these new rules and ensure compliance. ✅ For more information, visit: https://lnkd.in/dcmnbMTf #AIRegulation #EUAIAct #ArtificialIntelligence #AIEthics #ResponsibleAI #TrustworthyAI

📢 Call for Papers: 2025 IEEE AI Industry Standard Conference 🚀 The IEEE AI Industry Standard 2025 is the premier global platform for AI technology developers, industry leaders, and researchers to discuss AI industry standards and quality assurance. 🌍📊 🗓 Conference Dates: May 6-7, 2025 📍 Location: Santa Clara, California, USA 📅 Key Deadlines: 🔹 Abstract Submission: March 10, 2025 🔹 Full Paper Submission: March 21, 2025 🔹 Paper Acceptance: April 7, 2025 🔹 Camera Ready Submission: April 15, 2025 📝 Topics of Interest: ✅ AI Standardization & Quality Assurance ✅ Semiconductors, Computer Vision, Chatbots 🤖 ✅ Smart Grids, Clean Energy, ESG Intelligence 🌱 ✅ Healthcare, Aerospace, Robotics & Autonomous Vehicles 🚗✈ ✅ Infrastructure, Tools, & Agritech 🌾 All accepted papers will be published in IEEE Computer Society & IEEE Xplore. Don’t miss this opportunity to contribute to the future of AI standards! 🔗 Submit your paper here: https://lnkd.in/gei-xKnG More details: https://lnkd.in/dgkFg2N7 #IEEE #AI #AIGovernance #AIStandards #QualityAssurance #ArtificialIntelligence #TechConference

🚀 AI & Intellectual Property: Navigating Data Scraping Challenges The Global Partnership on AI (GPAI) has released a crucial report examining the IP implications of data collection for AI training—especially the legal and ethical complexities of data scraping. 📊 🔍 Key takeaways: ✅ Data scraping raises concerns around copyright, trademarks, trade secrets, and moral rights ✅ Legal frameworks differ across jurisdictions, leading to increasing litigation ✅ Stakeholders—including content creators, researchers, and AI developers—face distinct challenges ✅ Policy solutions include voluntary codes of conduct, standard contract terms, and technical tools This report serves as a vital resource for policymakers, AI developers, and rights holders to balance AI innovation and IP protection. 🏛️⚖️ For more information, visit: https://lnkd.in/exh6Mhzm #AI #Ethics #Governance #IntellectualProperty #ArtificialIntelligence #DataScraping #AIGovernance #ResponsibleAI