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Robots can see the room. Most are still contextually deaf. That’s the gap I pointed to in Chuck Martin’s TechTarget piece on physical AI. Cameras and LiDAR keep robots from bumping into things, but they can’t tell who’s speaking, or whether the robot is the one being addressed. What’s missing is real awareness of the people around the machine: who’s there, who’s talking, who they’re talking to, and what they mean. The robot also needs to combine that with its own state. Just as important is contextual memory, meaning what was said in the room over the last few minutes. That’s what lets a robot understand “do that again,” “the one she mentioned,” or “skip it, we already talked about this,” the way any person in the room would. Audio is the high-speed reflex layer that gets you there. It catches human intent in milliseconds, before the heavier reasoning models kick in. Combine vision, LiDAR and audio, and you get a machine that actually understands its surroundings. That’s also where most systems quietly fail. You can build the most sophisticated, human-like reasoning model, but if it’s fed noisy, unattributed audio with no memory of what just happened, it will fail. Context starts with ambient awareness: knowing who said what, and when. The article also has sharp takes from Palladyne AI, Protolabs, Ambi Robotics, Ouster and RoboStrategy Advisors. Link in the comments.👇 How are you handling context in your systems? #contextaware #Kardome #voiceai #voiceUX

Voice AI isn’t proven in a quiet lab. It’s proven in the room: TV audio, overlap, and constant background noise. Forbes covered Kardome’s Spatial Hearing AI in LG’s OLED AI TVs—performance under real conditions. Details: https://lnkd.in/e_yyS5Av #AudioAI #SpeechTech #VoiceAI #ConsumerElectronics #SpatialAI

When it comes to cutting-edge advancements, trust is built on proven results. Kardome’s Spatial Hearing AI has been independently validated and highlighted by Forbes as a standout feature in LG's OLED AI TVs. Discover why this technology is shaping the future of smart audio systems.

𝗙𝗼𝗿𝗯𝗲𝘀 𝗳𝗲𝗮𝘁𝘂𝗿𝗲𝗱 𝗞𝗮𝗿𝗱𝗼𝗺𝗲’𝘀 𝗦𝗽𝗮𝘁𝗶𝗮𝗹 𝗛𝗲𝗮𝗿𝗶𝗻𝗴 𝗔𝗜 𝗶𝗻 𝗟𝗚’𝘀 𝗢𝗟𝗘𝗗 𝗔𝗜 𝗧𝗩𝘀. Independent validation matters—especially when voice has to work in real life, not demos. Read the Forbes coverage: https://lnkd.in/esSWu9JS #VoiceAI #SmartTV #LGTV #SpatialAI #Kardome

How often have you wished for tech that truly adapts to your needs? With Kardome’s Spatial Hearing AI—praised by Forbes and integrated into LG's OLED AI TVs—you get just that: an intelligent system designed for real-life scenarios. Don’t settle; experience smarter listening with us!

Anyone can make voice AI look good in a demo. The real question is: what happens when real life gets in the way? In the living room, it's rarely a quiet, controlled environment. TVs are loud, people talk over each other, and background noise is a constant. This is why independent validation is the ultimate proof. It was great to see Scott Kramer from Forbes put Kardome’s Spatial Hearing AI to the test with LG Electronics OLED Evo AI TV. For product teams, this is the only benchmark that matters: not how AI performs in a lab, but how it performs in the room. By bringing Spatial Hearing AI to the edge, Kardome enables devices to instantly locate, isolate, and hear the right person. See how Kardome’s Spatial Hearing AI is enabling natural voice interaction in LG’s latest TVs: 🔗 https://hubs.ly/Q04lsbMp0 #VoiceAI #SmartTV #LGTV #SpatialAI #Kardome