How iMerit boosted LiDAR and camera annotation efficiency by 70%

How do AI Agents truly "see" the world? 🤖 It's not just about prompts. From APIs and databases to real-world sensors, agents process a symphony of inputs to build a rich, multimodal understanding. Dive deep into Day 7 of our series, where we break down: 🔌 Inputs & Sensors 🧠 Multimodal Perception 💾 Durable State Management Ready to stop just using AI and start building intelligent, autonomous systems? ➡️ Master the fundamentals with our complete Agentic AI Learning Path: https://lnkd.in/gYTUSnu6 #AgenticAI #AIEngineering #MachineLearning #AIAgents #TechEducation #30DaysofAgenticAI

🧠 𝐀𝐈 𝐃𝐫𝐢𝐯𝐢𝐧𝐠 𝐒𝐚𝐟𝐞𝐭𝐲, 𝐄𝐟𝐟𝐢𝐜𝐢𝐞𝐧𝐜𝐲, 𝐚𝐧𝐝 𝐒𝐦𝐚𝐫𝐭𝐞𝐫 𝐌𝐨𝐛𝐢𝐥𝐢𝐭𝐲 Artificial intelligence is no longer a future idea—it's already enhancing driver safety, route efficiency, and predictive maintenance. From neural networks to next-gen navigation, AI is putting intelligence in the driver’s seat. 🔗 Discover more: autotechbreakthrough.com #AutoTech #TechAwards #Innovation #SmartMobility #TransportationTech #EV #AutonomousVehicles

🚨 Figure 03 BOT REVEALED | The Moment Embodied AI Became Real 🤖 A major inflexion point for robotics and artificial intelligence. This isn’t CGI or teleoperation - Figure 03 is a fully autonomous, embodied AI humanoid powered by Helix AI, performing real-world tasks with true environmental awareness. ✅ 5-hour runtime | 2 kW rapid charging ✅ Palm cameras + tactile fingertip sensors ✅ Natural gait and human-safe design ✅ Real-time decision-making, no human control Scott Walter, Gustav Andersson and John Gibbs join me to break down what makes this reveal historic - and what it means for the next phase of the humanoid AI revolution. 🎥 Watch the full analysis here 👇🏽 #Figure03 #EmbodiedAI #HumanoidRobot #AIRevolution #ArtificialIntelligence #Robotics #OverTheHorizon #FutureOfWork https://lnkd.in/dWw5PVgy

If generative intelligence elevated creativity and productivity, Agentic AI takes this capability even further. These are systems that don’t just respond — they collaborate, learn, and take initiative toward measurable business outcomes. Abhijit Dubey explores this transformation in his latest article, drawing a parallel with the evolution of aviation — from manual control to strategic oversight. Just as pilots now guide increasingly autonomous systems, organizations are entering a new era where AI orchestrates workflows, acts in real time, and supports decisions with purpose and context. https://lnkd.in/dxGv7SHg #NTTDATA #AgenticAI #GenAI

AI is transforming our world, but are we paying enough attention to the shadows it casts? From algorithmic bias to autonomous weapons, the ethical dilemmas are profound. We are calling for chapter proposals for the book entitled: "The Dark Side of Artificial Intelligence: Risks, Failures, and Ethical Dilemmas." This volume seeks to critically analyse the pressing issues often overlooked in the hype, including: ➡️ The weaponisation of AI and autonomous drones. ➡️ The environmental cost of massive AI infrastructure. ➡️ Legal accountability when AI systems fail. ➡️ The psychological impact of AI dependence. If your research tackles the complex challenges of AI, we want to hear from you. Join us in shaping a crucial conversation about the future of technology. ***Key Details***: No publication fees. Proposal Deadline: October 5, 2025 See the attached image for full themes and contact information. Share this with colleagues who are passionate about building a safer, more ethical, tech-driven world. #DarkSideOfAI #AIrisks #EthicalAI #TechnologyEthics #AcademicChatter #ResearchCommunity #CallForPapers #BookChapter #AIforGood #FutureOfTech #PhDlife

Sharing the preprint of our paper "Get Global Guarantees: On the Probabilistic Nature of Perturbation Robustness", which will be presented at CIKM 2025. In safety-critical domains like healthcare and autonomous driving, even tiny input changes can cause serious failures. Existing robustness checks, however, are often computationally costly or potentially imprecise. We present a comprehensive analysis of robustness measures and introduce Tower Robustness, a statistically grounded metric that evaluates how reliably models withstand perturbations. It provides both theoretical guarantees and practical efficiency, helping bridge the gap between research and safe real-world deployment. Many thanks to Wenchuan Mu for leading this effort! 📄 Read the preprint here: https://lnkd.in/gx7E66F3 #CIKM2025 #DeepLearning #Robustness #AI #Safety

An insight into safety assurance for autonomous systems. Our very own Colin O'Halloran and Nick Tudor BEng MSc CEng FIET teamed up with Paul Whittaker to write an in-depth journal on one of today’s most pressing challenges – ‘Robust AI Planning’ (for autonomous systems). The piece explores current industry challenges and outlines potential solutions to ensure these systems go beyond innovation to ensure safety and dependability. Download the full e-journal on the SCSC website – https://lnkd.in/eyPXmnQp. #AI #AutonmousSystems #SoftwareEngineering #FormalMethods

Artificial intelligence (AI) might grab all the headlines and drive stock market returns, but another technology seems to be approaching its breakout moment. We think humanoids — robots with two arms, two legs and an AI brain — could become more common in many industries. And it might happen sooner than you expect. https://amcen.co/46jDACf #HumanoidWorkforce #AIandRobotics #FutureIsNow

Artificial intelligence (AI) might grab all the headlines and drive stock market returns, but another technology seems to be approaching its breakout moment. We think humanoids — robots with two arms, two legs and an AI brain — could become more common in many industries. And it might happen sooner than you expect. https://amcen.co/4mqb07b #HumanoidWorkforce #AIandRobotics #FutureIsNow