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50km autonomous reconnaissance mission. No interventions, no teleoperation, no safety driver in the vehicle. 10x speed so you can see the whole thing. Watch Overland AI's OverDrive autonomy stack choose its own path, deftly navigating dirt roads, trails, and gnarly cross-country terrain. Tall vegetation, steep ditches, thick mud, water...

11,686 просмотров • 2 месяцев назад •via X (Twitter)

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Overland AI Rolls Out Autonomous Multi-Mission Military Vehicle | Christine Casimiro, The Defense Post Seattle-based Overland AI, specializing in advanced off-road autonomy solutions, has unveiled a fully autonomous tactical ground vehicle: the Ultra. With a top speed of 35 miles (56 kilometers) per hour and a 1,000-pound (453-kilogram) payload capacity, Ultra can take on a variety of missions across multiple terrains and conditions, including GPS-denied and other extreme environments. The modular and attritable platform can be deployed for reconnaissance, direct support of maneuver forces, counter-drone protection, contested logistics, and humanitarian aid supply. Additionally, the military vehicle is integrated with local mesh networks, 5G, and satellite uplinks for “resilient, networked communications that extend reach and reduce risk,” according to COO and co-founder Greg Okopal. “ULTRA gives commanders an immediately deployable solution for reconnaissance, counter-UAS, and logistics operations.” This unveiling follows after the US Army and Defense Innovation Unit awarded Overland AI an $18.6-million contract in 2024 for the Robotic Combat Vehicle Program, a Pentagon initiative to complement warfighters with unmanned systems acting as escorts or scouts. Features Ultra is integrated with the company’s OverDrive software stack, SPARK hardware infrastructure, and modular payloads, including uncrewed aerial systems (UAS) and counter-UAS systems. The 155-inch (393-centimeter)-long vehicle measures 72 inches (182 centimeters) wide and 60 inches (152 centimeters) tall, with a gross weight of 3,500 pounds (1,587 kilograms) — making it a light and compact vehicle suitable for rapid and flexible operations in challenging environments. It has a cruising range of up to 100 miles (160 kilometers), enabling extended missions or operations without frequent stops. Equipped with 14.5-inch (36-centimeter) ground clearance and a 114-horsepower engine, the “ULTRA can navigate environments ranging from dense forests to volcanic ridges,” said company CEO and co-founder Byron Boots. Read more:

Owen Gregorian

33,194 просмотров • 1 год назад

I’m camping right now in beautiful Humboldt Redwoods and I can’t help but to believe that the Cybertruck is the ULTIMATE camping vehicle. 1/ The Cybertruck has minimum maintenance required. Zero oil changes or broken parts in the middle of nowhere. With no engine, no transmission, and materially less moving parts, the vehicle is built to operate efficiently, just plug in and go. 2/ The Cybertruck has no paint. No paint means no scratches to worry about. Its ultra-hard stainless steel body is made to take hits from branches, rocks, and anything nature throws at me. You can drive it through the wild and still pull up anywhere looking like a beast. 3/ The Cybertruck has a massive battery pack. It allows me to drive over 300 miles and at the same time is my off-grid power source. I can charge devices, cook meals, run Starlink for high-speed internet, and even plug in lights and tools. It’s like bringing my own mini power station into the wild. 4/ The Cybertruck drives itself. Full Self Driving handles the entire drive while I get to enjoy the view. Whether I’m headed deep into the forest or going to the city, this tech is like having your own personal driver that gets smarter, is the safest, and never gets tired. 5/ The Cybertruck is built for any terrain. With adaptive air suspensions, all-wheel drive (3 motors for the Cyberbeast), and major ground clearance, the Cybertruck dominates dirt trails, rocky paths, mud, you name it. This beast was born to get down and dirty for any situation. This truck makes me feel like the future just pulled up to my campsite, and from this moment on, camping will never be the same again. I love my Cybertruck.

Teslaconomics

26,405 просмотров • 1 год назад

Autonomous driving through extremely-tight-dynamic environments with complex, stochastic, and adversarial traffic-dynamics, or simply through an absolute chaos, on sub-urban unstructured roads in India. This kind of traffic and environment has never been attempted in the history of #autonomousdriving. There were no traffic-rules to abide by on this road, other than to perform a left-sided avoidance, if the other obstacles follow the same, else the vehicle will have to change its plan in a stochastic manner, in several of the adversarial multi-agent negotiation settings encountered throughout the autonomous navigation. This demos tested our motion planning and decision making framework to its limits, showcasing its robustness in negotiating such traffic-dynamics with ease. This demo was done on mostly a very narrow road, suited mostly for one-way navigation, but as is customary in India, bidirectional traffic is active on such narrow roads. It can be seen throughout navigation that the incoming vehicles didn't allow any gaps for our #AutonomousVehicles, forcing it to negotiate passively-aggressively its own path through the chaos. Furthermore, obstacles overtaking us didn't follow any rules either, and zig-zagged and moved in crisscross fashion, challenging our motion and behaviour planning software, which negotiated all such scenarios with ease. There were only two points where our vehicle came to halt, when two girls on a two-wheeler didn't stop and just kept on navigating, despite our vehicle being closer to the narrow passage and it having the right of way, and despite a bike being parked over there by someone, making it a very challenging scenario both for the humans and for the decision making autonomous agent(s). This demo was done in the Awadhpuri area, on the Durga Mata road. This framework was last shown in relatively much sparser traffic in our Kankali Kali Mata demo last month. It is being scaled further with deep unsupervised and #reinforcementlearning , and in the coming weeks, it will play a critical role in our endeavour to solving the Level-4 autonomy problem by the end of the year. This kind of traffic negotiation has never been attempted by any autonomous driving company ever. While a 90-degree turn is usually discussed as a corner case in the West, our autonomous vehicle negotiated a blind 90-degree corner, with traffic, with ease. #deeplearning #MachineLearning Swaayatt Robots

Sanjeev Sharma

125,305 просмотров • 2 лет назад

a shape with no inside. he filled it with water anyway pour water in and it stops almost immediately. the air has nowhere to escape, so it just sits there blocking you. tilt it and you get a little more in, then it blocks again so he put the whole thing in a vacuum chamber turn it on and the bottle starts bubbling. that's the air being pulled out through the neck, leaving as close to nothing inside as he can get then he lets the pressure back in, and the water rushes up into the empty space on its own still not full. so he runs it again, rarefying the smaller pocket of air that's left, and again after that here's the part that breaks your head: for a shape to have volume, it has to split the world in two. a ball does that. stretch it however you want, there's always a world inside and a world outside a Klein bottle has no such line. follow its surface and you never cross a boundary, never pass through a wall, never end up anywhere that isn't the same side you started on the inside is the outside. so there's nothing there to fill he filled it anyway that's the same shape as the room below. no plot, no payoff, just a question your brain won't drop -> can a thing with no inside hold anything at all two videos, two impossible questions, 20 million views between them. Paone broke down why this format works in the article underneath save this. the most watched thing today was a shape that shouldn't be able to hold anything, holding water

Banff

2,561,471 просмотров • 6 дней назад

Parents, electric dirt bikes are NOT e-bikes. Walton County Sheriff's Office, Florida is seeing an increase in electric dirt bikes, also called “e-motos”, being ridden in neighborhoods and on public roads. Monday, six of these electric dirt bikes were impounded and citations were issued to juveniles 11-14 years old. Many Do NOT have pedals, have high-powered motors, and are designed only for off-road use. Under Florida law, these vehicles are NOT street legal. It’s illegal to ride electric dirt bikes or "e-motos" on public roads, bike lanes, and sidewalks in Walton County. Driving an unregistered, electric dirt bike on a public road can lead to citations, fines, impoundment, and a mandatory court date. Parents are responsible for making sure e-motos are used legally and safely. Even if it was a gift for Christmas and thought to be an e-bike, many of these are electric dirt bikes and the rules of the road are different. Allowing a child to ride an e-moto on streets or sidewalks puts them and everyone around them at serious risk. E-Bike vs. Electric Dirt Bike or E-Moto ✅ E-Bike: • Has pedals with electric assist • Designed for roads, bike paths, and shared spaces • Typically, lower speeds and requires less protective gear • Less than 750 watts • Can travel 28 mph or less depending on class of bike • Classified as a bicycle 🚫 Electric Dirt Bike / E-Moto: • All throttle • Higher power and higher speeds • Built for off-road terrain only • Requires full protective gear • 750 watts or more • Can travel up to 70 mph • Classified as a motor vehicle ➡️ NOT legal on streets or sidewalks Our goal is education and safety. Not enforcement after something goes horribly wrong and ends in a tragedy. When these e-motos are operated illegally on public roads and sidewalks, enforcement action will be taken. We're here if you need us.

Walton County Sheriff's Office, Florida

24,702 просмотров • 6 месяцев назад

Autonomous driving through very dense dynamic traffic, with extremely tight-complex-stochastic traffic-dynamics on sub-urban roads, connecting to an open ground, with absolutely zero traffic-rules. This is the most heavily cluttered environment where we have tested our #autonomousdriving technology, presenting many of the adversarial negotiation scenarios as well, throughout the autonomous navigation task. This demo was done at the Mata Baglamukhi Madir campus in the city of Nalkheda, in MP, India, and was done in the presence of heavy police forces deployed that day on the ground, as can be seen in our demo. Our autonomous vehicle starts from the temple with a generic open environment, with zero traffic rules, with very narrow corridors created out of barricades for vehicles movement by the security forces. In the corridor no two vehicles can pass through at the same time, and our vehicle was tasked with driving through this corridor, while negotiating its way from any traffic, two-wheelers, or pedestrians it faces, with dense presence of bikes and cars on either side, presenting a very challenging environment for #autonomousvehicles. The vehicle exits the open area, and then assumes generic dual lane navigation, avoiding both static and dynamic obstacles, before encountering a police check-post, where the vehicle is supposed to wait if the barricade is closed, and proceed if open. Upon exiting the checkpost, the vehicle negotiates a traffic-intersection with stochastic and adversarial driving behaviour of other vehicles on the road. Our vehicle continuously faced heavily cluttered traffic scene, where entities on the road can execute a random driving pattern, making the decision making task very challenging. We did the demo over a period of two days, successfully executing multiple (30+) trials in this setting. This demo was again a culmination of our prior works and demos: Kankali Kali Mata demo, on-roads, bidirectional negotiation capability on single lane roads, and open environment Level-5 negotiation capability as showcased in our Toll-Plaza demo. We again scaled up classical decision making and motion planning algorithmic framework, to adapt to such a level of density of obstacles on the road. This framework is further being scaled up with #reinforcementlearning and unsupervised #deeplearning at Swaayatt Robots. We will again do a demo in the month of June here, showcasing autonomously acquired skills to pave the way for Level-5 autonomous driving, and to solve the Level-4 autonomy problem by the end of 2024. #MachineLearning

Sanjeev Sharma

332,952 просмотров • 2 лет назад

CYBERCAB & THE AUTONOMOUS FUTURE: TESLA’S VISION FOR A WORLD WITHOUT STEERING WHEELS – ELON MUSK ON THE END OF HUMAN DRIVING Cybercab is more than a robotaxi—it’s the physical manifestation of Tesla’s bet that full autonomy will make human-driven cars obsolete. No steering wheel, no pedals, no driver—just summon, ride, and arrive cheaper, safer, and greener than any alternative. With production targeted for in Q2’26, Cybercab paves the way for a transportation revolution where personal car ownership becomes optional and roads become dramatically safer. “The future is autonomous. Once you have unsupervised FSD that’s safer than human drivers, owning a car becomes optional for most people. Cybercab will cost so little per mile that it will be cheaper to use a robotaxi than to own and maintain a vehicle.” This shift changes everything: • Cost collapse — ~$0.20–$0.30 per mile vs. today’s $1+ for rideshares or $0.60–$1.00 for personal car ownership (including depreciation, insurance, fuel/charging, maintenance). • Safety leap — Unsupervised FSD eliminates the ~94% of crashes caused by human error—potentially saving hundreds of thousands of lives annually once scaled. • Abundance of mobility — Fleets of Cybercabs run 24/7 at high utilization, turning idle time into revenue and freeing up parking space for parks, housing, and commerce. • Environmental win — Electric, efficient, and shared—massive reduction in emissions compared to today’s car-centric infrastructure. • New economy — Owners can add their Cybercabs (or future autonomous Teslas) to the network for passive income; cities rethink zoning, traffic, and public transit. Cybercab isn’t the endgame—it’s the beginning of an era where transportation becomes a utility like electricity or internet: always available, incredibly cheap, and far safer than today. From Model S proving EVs could be desirable to Cybercab proving autonomy can be ubiquitous, Tesla is rewriting mobility.

Tesla Owners Silicon Valley

18,653 просмотров • 6 месяцев назад

Water Resources Commission has been tracking 41 Water bodies in Ghana since 2005 till date. The NDC Government displays 6 water bodies and ignores the 35 water bodies Becos they are in a worst situation and is asking for praises?. Sometimes, I wonder “who is doing” this government. Nice stakeholder engagement organised, very progressive conversation and then out of no where “boom” you start mounting pressure on your own selves about some progress you claim you are making even in the face of contrary facts. Now, all you have done is invite others to prove to you, that out of the 41 water bodies being tracked by the water resources commission, 35 of them are in a worst situation now than in the past and that is why you refuse to show the data. Central region is in crisis as we speak, the turbidity level in the Ayensu River has risen from 14,000 NTU in 2024 to 94,000 NTU as at now. Why isn’t that part of the rivers you displayed today. Where is the data for the rest of the 35 water bodies. You mount pressure on your own selves and when you are questioned you start screaming. Who sent you! Let me state it here again, Water turbidity levels are not the measure for water quality. The true measure of water quality is the WATER QUALITY index which uses turbidity levels, Nutrients and two other elements to determine the purity of the water levels. The attempt by this government to use 6 water bodies out of 41 to gaslight the entire country is not only laughable but unnecessary. Fine event but they are spoiling it with propaganda. I mean how?? Our dear doctor speaking here is worried and that’s legitimate cos she can see through the gaslighting. Stop buying the Galamsey gold Stop your party people from doing Galamsey Fulfil your galamsey campaign promise Stop the whining and blame games and fix the menace #galamseyEnablers #galamseyevidence

Dennis Edward Aboagye

27,547 просмотров • 10 месяцев назад