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<?xml-stylesheet type="text/xsl" href="https://community.element14.com/cfs-file/__key/system/syndication/rss.xsl" media="screen"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" xmlns:wfw="http://wellformedweb.org/CommentAPI/"><channel><title>Artificial Intelligence and Machine Learning</title><link>https://community.element14.com/technologies/ai-machine-learning/</link><description>In computer science, AI is defined as the study of &amp;quot;intelligent agents.&amp;quot; These devices absorb information about their environment and take actions. Join our AI Group for online learning, discussion of AI development platforms, and more.</description><dc:language>en-US</dc:language><generator>Telligent Community 12</generator><item><title>Forum Post: RE: Little *** AI UI Version one</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/57028/little-ai-ui-version-one/236094</link><pubDate>Fri, 12 Jun 2026 15:13:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:2ee22729-dc5d-4d8e-bb5a-5ab76a90fdbe</guid><dc:creator>colporteur</dc:creator><description>And here I was trying to find the context of LB &amp;amp; LBOS in relation to AI. Man was I off!</description></item><item><title>Forum Post: RE: Little *** AI UI Version one</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/57028/little-ai-ui-version-one/236093</link><pubDate>Fri, 12 Jun 2026 12:43:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:7a0e692a-5141-4143-9c53-5fa56ec48dd7</guid><dc:creator>Jan Cumps</dc:creator><description>Posting the photo of a previous post, because the forum **** the name:</description></item><item><title>Forum Post: RE: Little *** AI UI Version one</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/57028/little-ai-ui-version-one/236091</link><pubDate>Fri, 12 Jun 2026 12:32:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:193a4f1c-303e-4ba4-a0cb-fe155fd51289</guid><dc:creator>cstanton</dc:creator><description>[quote userid=&amp;quot;37381&amp;quot; url=&amp;quot;~/technologies/ai-machine-learning/f/forum/57028/little-ai-ui-version-one/236089&amp;quot;]LB and LBOS[/quote] &amp;quot; &amp;quot; and &amp;quot; Operating System&amp;quot;</description></item><item><title>Forum Post: RE: Little *** AI UI Version one</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/57028/little-ai-ui-version-one/236089</link><pubDate>Fri, 12 Jun 2026 11:54:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:3c7c1ad5-6674-4420-ac6a-560c23306e5b</guid><dc:creator>colporteur</dc:creator><description>Can you define the acronyms LB and LBOS in this context?</description></item><item><title>Forum Post: Little *** AI UI Version one</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/57028/little-ai-ui-version-one</link><pubDate>Thu, 11 Jun 2026 22:55:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:a9ed00a3-5448-4014-897d-a5fc144f5149</guid><dc:creator>e14 Contributor</dc:creator><description>Evening everyone, Hope everyone&amp;#39;s projects are going great!! Believe in the process!! I would love some feedback on version one of LBs interface the start of LBOS being built. This is inspired by my favourite movies and my love for modified cars. We went from concept to first version in 24 hours. It has some tweaks/spacing needing done but i think it is brilliant... community.element14.com/.../Little-***-AI-_2D00_-Google-Chrome-2026_2D00_06_2D00_11-23_2D00_30_2D00_03.mp4 Good morning, I thought i would add how i am trying to get this UI to work, At min everything is set as active so you can see everything. When active the voice waveform would be flat and is only activated on LBs voice. The other detail I’m building into LBOS is that the background code rain won’t just be decorative. Later, LB’s states and actions will “leak” into the flowing code. The normal background will show faint diagnostic-style data moving up and down behind the interface. When LB starts doing something, small words or packets will be injected into that stream. So instead of only showing random code, the system might briefly show things like LISTENING, AUDIO INPUT, PROCESSING, CAMERA CHECK, GPS LOCK, RESPONSE READY, or RETURNING TO STANDBY. These won’t appear as popups or normal text labels. They will drift through the existing code stream like data moving through LB’s system. The idea is that the voice chamber shows LB’s voice, the state text shows what LB is currently doing, and the background code rain gives the feeling of LB’s internal thoughts and processing. For now I’ve only added the visual code stream layer, but the plan is to link it later to LB’s actual states and specialist agents, so the interface reacts to what LB is really doing rather than just playing a fake animation. Thanks for reading! LB Architecture Level 1 - Sensors (The Senses) These don&amp;#39;t think. They only observe. LEFT MIRROR MIC RIGHT MIRROR MIC INTERIOR MIC PIR SENSORS MMWAVE SENSOR IMX500 CAMERA GPS VEHICLE DATA Their job is simply: Something happened. Level 2 - Pi Specialists (The Nerves) Running on the Pi. Each specialist watches one area. Audio Specialist Listens to microphones. Reports: Wake word detected Voice direction Noise level Speech present Vision Specialist Handles IMX500. Reports: Person detected Face detected Vehicle detected Movement detected Presence Specialist Handles: PIR MMWave Reports: Someone approaching Someone inside Area clear Location Specialist Handles: GPS Speed Direction Reports: Parked Driving Location update Vehicle Specialist Handles: Battery Voltages Temperatures Controller status Reports: Battery low Controller offline System healthy Level 3 - Brain (Laptop) This is LB. LB does NOT read sensors directly. Instead specialists send reports. Example: Audio: Wake word detected Vision: Person detected Presence: Someone near driver door LB receives: A person is at the driver&amp;#39;s door and said &amp;quot;Hello LB&amp;quot; Now LB thinks. Level 4 - Personality Layer LB decides: Speak Stay silent Flash LEDs Show animation Arm sentry Disarm sentry Level 5 - Output Specialists These are also nerves. Voice Specialist Controls: Voice chamber Waveform TTS Display Specialist Controls: State text Code rain Top bar Status bar Lighting Specialist Controls: Front grille CPU display Helix tanks Ripple effects Matrices Example Flow Someone walks up to LB.</description><category domain="https://community.element14.com/technologies/ai-machine-learning/tags/maker">maker</category><category domain="https://community.element14.com/technologies/ai-machine-learning/tags/raspberry%2bpi">raspberry pi</category><category domain="https://community.element14.com/technologies/ai-machine-learning/tags/ai">ai</category><category domain="https://community.element14.com/technologies/ai-machine-learning/tags/electronics">electronics</category><category domain="https://community.element14.com/technologies/ai-machine-learning/tags/arduino">arduino</category></item><item><title>Forum Post: RE: Update on LB</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56995/update-on-lb/235899</link><pubDate>Sat, 30 May 2026 02:12:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:b05bb746-13a2-418f-95c2-381dcad1b449</guid><dc:creator>stanto</dc:creator><description>Sweet ride, looking forward to seeing how this progresses!</description></item><item><title>Forum Post: RE: Update on LB</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56995/update-on-lb/235898</link><pubDate>Fri, 29 May 2026 23:37:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:daa47208-9b92-40ed-9f6e-395d0bc736ad</guid><dc:creator>e14 Contributor</dc:creator><description>Thank you, i will post updates soon. I hope to do tests on the voice visual very shortly. One of the s3 in the display is dedicated to the job using a neopxl at the 7 strips in the grill and running cat6 for data lines. I did post a question about this a bit back because i was getting interference when the voice of LB finished and it was supposed to drop back to knightrider scan mode but i have hopefully sorted that out now. As you can see it is all on the go at once, but it is coming along and hopefully be on the home stretch soon!!</description></item><item><title>Forum Post: RE: Update on LB</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56995/update-on-lb/235894</link><pubDate>Fri, 29 May 2026 21:14:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:d8a823b7-23f4-40e4-b284-671f118a40a7</guid><dc:creator>DAB</dc:creator><description>Interesting project. I look forward to future updates.</description></item><item><title>File: 3660.LBs Processor glow</title><link>https://community.element14.com/technologies/ai-machine-learning/m/managed-videos/151380</link><pubDate>Thu, 28 May 2026 08:47:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:7a7dea94-c0a6-4904-a097-17d61174ed5f</guid><dc:creator>e14 Contributor</dc:creator><description /></item><item><title>Forum Post: Update on LB</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56995/update-on-lb</link><pubDate>Thu, 28 May 2026 07:46:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:92ff12d7-18ce-474f-b077-6eeb17c8ddb4</guid><dc:creator>e14 Contributor</dc:creator><description>Hi there i have been away for a bit but now i am back with an update on my Little *** Project. Little *** is my AI car i am building. I am no tech expert and i am putting this together through pure passion for modified cars and tech. So lets get in to it.... Little *** AI – Project Update The Little *** AI project is continuing to evolve from a modified car concept into a fully integrated AI-driven vehicle system combining embedded control, local AI processing, visual systems, sensors, and custom electronics. The original goal was never to build a polished corporate system or a supercar-style showcase. The aim has always been to create something unique, experimental, modular, fun, repairable, and achievable using affordable hardware and a lot of hands-on design work. This is still very much an active build and development project. A lot of the system is currently being prototyped, redesigned, rebuilt, and refined as the project evolves. Current Core Hardware Direction Planned Main AI System Lenovo Legion 5 gaming laptop Intel i7 CPU RTX 3060 GPU Local AI model hosting and processing The next major step for the project is moving Little *** AI onto a dedicated RTX-powered laptop system to allow proper local AI processing inside the vehicle. The goal is for the laptop to eventually handle: local language models voice processing reasoning future AI camera processing advanced vehicle behaviours The move to a dedicated RTX system comes from wanting faster local AI performance while still allowing the vehicle to operate offline when needed. At the moment, I am still sourcing the laptop and hoping to have this side of the project moving properly by the end of June. Vehicle Control &amp;amp; Embedded Systems Current hardware already being integrated includes: Raspberry Pi 5 (16GB) M5Stack module ESP32-S3 controllers NodeMCU ESP8266 controllers The Raspberry Pi 5 is currently acting as the main bridge between systems, controllers, sensors, networking, and future AI integration. The M5Stack is planned to handle lightweight fast-response interaction and quick vehicle actions while the larger AI systems process deeper requests. The ESP32-S3 and NodeMCU boards are being distributed throughout the vehicle to control: lighting visual effects displays sensors future smart-mod systems A lot of people ask why I use NodeMCUs and S3 boards instead of more expensive industrial hardware. The answer is simple: they are affordable easy to replace easy to prototype with widely supported ideal for modular experimentation This project is heavily focused on practical iteration and learning through building rather than chasing expensive hardware for the sake of it. Wiring Philosophy Another thing people usually notice is the use of screw terminal adapters instead of permanently soldering every connection directly. This is intentional. The system is being designed to stay: modular serviceable replaceable easier to debug When experimenting with large distributed electronics systems inside a vehicle, being able to quickly swap or isolate a controller is far more practical than repeatedly desoldering wiring. Sensor Systems Current and planned sensors include: digital microphones PIR sensors human presence sensors mmWave presence detection AI camera systems vehicle telemetry integration The long-term goal is for the vehicle to eventually react differently depending on: presence interaction environment AI state security/sentry conditions Rear “Circuit Display” System One of the biggest custom fabrication parts of the project so far has been the rear AI circuit display. The display combines: mirrored surfaces custom-cut perforated hex paneling distributed controller mounting RGB lighting systems a custom illuminated “processor core” visible modular electronics The processor core has recently been redesigned to use an 8x8 LED matrix behind an opal acrylic diffuser after earlier LED strip prototypes produced uneven lighting results. The controller layout has also already gone through several redesigns to improve: symmetry accessibility cable routing serviceability visual balance The aim is to make the display feel less like decorative RGB lighting and more like an exposed AI-powered electronic system. Software Direction The software side is also slowly evolving into a more structured “Little *** AI” architecture. The long-term goal is for the system to eventually support: local-first AI operation offline functionality distributed controller communication AI-assisted vehicle interaction onboard visual and sensor feedback systems sentry/security behaviours Android head-unit integration The system will likely eventually be designed around multiple layers including: local AI reasoning fast-response embedded systems distributed controller nodes vehicle state systems visual feedback systems A large amount of the AI side is still being actively planned and rebuilt as the hardware direction becomes more finalised. Current Focus Current development is mainly focused on: controller integration wiring architecture visual system refinement processor core behaviour embedded communication systems modular mounting systems preparing the project for the future AI migration There is still a huge amount left to build, redesign, and learn, but the project is finally starting to move from scattered prototypes into a more cohesive system. More updates soon. community.element14.com/.../3660.LBs-Processor-glow.mp4</description></item><item><title>Forum Post: RE: I made a Lightweight Fingers Detection model That dosent uses any Training Data or any AI and is almost accurate</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56723/i-made-a-lightweight-fingers-detection-model-that-dosent-uses-any-training-data-or-any-ai-and-is-almost-accurate/234162</link><pubDate>Tue, 03 Mar 2026 22:26:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:5cbb5cda-2555-4abf-8daa-09050c0ef5f4</guid><dc:creator>Christopher678</dc:creator><description>Great post</description></item><item><title>Forum Post: RE: Is the next leap of electronics brain organoids?</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234133</link><pubDate>Sun, 01 Mar 2026 22:29:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:6fcb1128-0744-4618-86aa-d0fdd50de1b1</guid><dc:creator>stanto</dc:creator><description>Gabriel Torch did a video where they covered that the organoids were &amp;#39;dying&amp;#39; because.. well they were starved of oxygen and nutrients, which is now a solved problem apparently. [quote userid=&amp;quot;220772&amp;quot; url=&amp;quot;~/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234112&amp;quot;]I&amp;#39;m not sure what the moral concern is[/quote] And then the question comes up about sentience, and running them in a &amp;#39;virtual environment&amp;#39; so that they &amp;#39;don&amp;#39;t get bored&amp;#39;.</description></item><item><title>Forum Post: RE: Is the next leap of electronics brain organoids?</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234132</link><pubDate>Sun, 01 Mar 2026 22:26:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:bab3ddde-e8be-4beb-83ab-9ee310aaaf77</guid><dc:creator>stanto</dc:creator><description>[quote userid=&amp;quot;328965&amp;quot; url=&amp;quot;~/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234109&amp;quot;]Wow, this kind of caught me off guard.[/quote] Same. It&amp;#39;s really being kept &amp;#39;on the down low&amp;#39;.</description></item><item><title>Forum Post: RE: Is the next leap of electronics brain organoids?</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234131</link><pubDate>Sun, 01 Mar 2026 22:01:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:41508b5a-79df-4876-93c0-1796b25cb802</guid><dc:creator>kmikemoo</dc:creator><description>Awesome. Couple this with the blind trust of AI and we&amp;#39;ll be living a video game. Or a movie. Not excited.</description></item><item><title>Forum Post: RE: Is the next leap of electronics brain organoids?</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234119</link><pubDate>Sat, 28 Feb 2026 21:23:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:1aa10013-fef9-46af-b7d4-9b6af827772b</guid><dc:creator>robogary</dc:creator><description /></item><item><title>Forum Post: RE: I made a Lightweight Fingers Detection model That dosent uses any Training Data or any AI and is almost accurate</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56723/i-made-a-lightweight-fingers-detection-model-that-dosent-uses-any-training-data-or-any-ai-and-is-almost-accurate/234117</link><pubDate>Sat, 28 Feb 2026 19:41:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:cf80cf7f-41f8-428c-bb94-6c8847f29b26</guid><dc:creator>DAB</dc:creator><description>Very nice post.</description></item><item><title>Forum Post: RE: Is the next leap of electronics brain organoids?</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234115</link><pubDate>Sat, 28 Feb 2026 19:24:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:19502355-508c-4095-af88-dd148f58dd36</guid><dc:creator>DAB</dc:creator><description>This is a technology that could easily be miss used. I understand the interest, but this could lead to some very bad results.</description></item><item><title>Forum Post: RE: Is the next leap of electronics brain organoids?</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234112</link><pubDate>Sat, 28 Feb 2026 18:09:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:a0cd43f1-3c05-4a4a-9dab-5fe83a305c36</guid><dc:creator>bradfordmiller</dc:creator><description>I&amp;#39;m not sure what the moral concern is, one doesn&amp;#39;t need to use human brain cells. I had hoped to get into this area about a decade ago for robotics applications but we quickly figured out we didn&amp;#39;t have the staff needed to pursue. The main point is that biological brains are much lower power and require just a few layers of neurons to be quite competent, particularly in physical tasks (balance, locomotion, hand/eye coordination, etc.)</description></item><item><title>Forum Post: RE: Is the next leap of electronics brain organoids?</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234111</link><pubDate>Sat, 28 Feb 2026 18:02:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:1ffd225e-18b7-4d44-aa51-2bfeafb1db31</guid><dc:creator>beacon_dave</dc:creator><description>Last week I was listening to a podcast from back in in 2022 when the brain cells were starting to get good at playing Pong. &amp;quot;Pong was a very basic video game developed in the 1970s, now Australian researchers have trained human brain cells in a dish to play the game, Dr Brett Kagan from Cortical Labs explains why.&amp;quot; https://www.bbc.co.uk/programmes/m001cxxv Lab-grown brain cells play video game Pong https://www.bbc.co.uk/news/science-environment-63195653 Looks like they got bored and moved onto Doom like everyone else.</description></item><item><title>Forum Post: RE: Is the next leap of electronics brain organoids?</title><link>https://community.element14.com/technologies/ai-machine-learning/f/forum/56726/is-the-next-leap-of-electronics-brain-organoids/234109</link><pubDate>Sat, 28 Feb 2026 16:51:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:bf6a3816-44dd-4aee-ac34-d8b750eb7d04</guid><dc:creator>dang74</dc:creator><description>Wow, this kind of caught me off guard. I guess it creates a real grey area between man and machine and I suppose lab grown brains suddenly become a commodity.</description></item></channel></rss>