Real‑Time Monocular Depth From One Camera: Depth Anything V2
What if accurate depth maps could be generated from a single RGB image — without LiDAR or stereo cameras? That’s exactly what Depth Anything V2 achieves. In 2024, monocular depth estimation reached a major breakthrough: ✔ Fast ✔ Lightweight ✔ Temporally stable ✔ Edge-device friendly Instead of relying on massive diffusion pipelines, Depth Anything V2 uses a highly optimized Vision Transformer architecture trained on millions of pseudo-labeled real-world images. The result? Real-time, surprisingly stable depth estimation from just one camera. This has massive implications for: • Robotics • AR/VR • Autonomous systems • Smart cameras • 3D scene understanding One of the most exciting things is how deployable it is compared to heavier depth models. Technical breakdown by LearnOpenCV: LearnOpenCV – Depth Anything Explained Research Paper: Depth Anything V2 Paper #AI #ComputerVision #OpenCV #DepthAnythingV2 #MachineLearning #DeepLearning #Robotics #EdgeAI #VisionTransformer #ArtificialIntelligence
Tesla's Photon-Count AI Outshines Human Vision at Night
The human-perceived RGB is image 1 and the Tesla AI photon count reconstruction is image 2. This is why Tesla FSD can see so well at night or through extreme glare. https://t.co/ttBMzgpJtd
DARPA Pursues Containerized Drone Swarms for Hidden Assaults
Drone Swarms Packed Into Unassuming Containers Sought By DARPA Remotely triggered containerized drone swarms, potentially placed behind enemy lines, create a hard-to-defend-against threat from pretty much everywhere. https://t.co/FM9CGkPtr5
Vegas Field Report Highlights Autonomous Trucking Earnings
The latest episode of #AutonomyMarkets is available now. Watch or listen on your favorite podcast player. Vegas Field Report and Autonomous Trucking Earnings $UBER @Waymo @zoox @nuro @motionaldrive https://t.co/K881tzCadd
Robotics Lacks Reliable Benchmarks Compared to AI Progress
As much as the state of benchmarks in AI is flawed, it is so much easier to track AI progress than robotics. Not sure what you can make of all the videos of robots running races or doing laundry -...
China Unveils Modular Humanoid Robot with Interchangeable Heads
Meet Xiaoling: China’s Modular Humanoid #Robot with Swappable Heads and Multi-Role Capabilities by @StarSnap_1 #Robotics #Engineering #ArtificialIntelligence #Technology https://t.co/5QjCGGIbuI
Texas Drops Supervised Self‑driving; California Seeks Permit
supervised self-driving is being gradually phased out in Texas Now let’s get that permit in California
Top Users Log Thousands of Miles, Near‑Perfect Autonomy
Top Self-Driving Users This Week on @fsd_database Most Miles 1. @TheWis65 — 3,403 miles 2. @TesLatino — 2,040 miles 3. Brandon P — 1,995 miles 4. @JamaicanTesla — 1,453 miles 5. @ap3xdriver — 1,260 miles 6. @n3ilch3 — 1,247 miles 7. @DavidMoss — 1,206 miles 8. @Kourafas —...
Backpack‑Sized Bipedal Robot Makes Portable Robotics Reality
Backpack-Sized Bipedal Humanoid #Robot Redefines Portable Robotics via @ZappyZappy7 #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/PXNYVFVxbC
Questioning Uber’s Choice of Crash‑Prone Self‑Driving Partner
“Which of the self-driving companies did Uber dispatch to us? Was it one of the brands that keeps crashing?”
DARPA Seeks Autonomous Swarm Drones Inspired by Ukraine
A new DARPA solicitation appears to take lessons from Ukraine's "Spider Web." The agency wants swarming Group 1-3 drones along with storage units that can autonomously launch/recover in contested areas. https://t.co/bo79rvb4S7
Robot Valet Eliminates Parking Stress Completely
No More Parking Stress: This #Robot Valet Handles It All by @IntEngineering #Robotics #Engineering #Innovation #Technology https://t.co/oexNZCOaOg
Tesla Undervalued: Driverless Robotaxis Under $500
While people online were calling me a moron, an asshole, and shitting their pants over a minor correction I was buying calls Tesla remains dramatically undervalued. There are driverless pure vision Robotaxis on the road and it’s still trading under...
High-Speed Automation Delivers Precise Package Sorting
Precision in Motion: High-Speed #Automated Package Sorting in Action by @amazingthings_ #EmergingTech #Technology #Innovation #Tech https://t.co/Hjv7ashwQf
Robots Master Bed‑making, Outperforming Human Effort
Figure taught two robots to make a bed together - fully autonomous Honestly, they’re better at it than most humans https://t.co/t0CIlDuy5q
F.03 Robots Clean Room and Make Bed in 2 Minutes
We taught two F.03 robots to clean a room and make a bed in under 2 minutes - fully autonomous. https://t.co/WQKGATD9cG
Danish Road Authority Denies Skeptical FSD Comments, Calls Reports Confidential
Danish Road Authority responds to media (e.g, Reuters) reports on FSD: No, we haven't said anything skeptical about FSD, it's just confidential. We love debunking MSM headlines. Read the Danish Road Authority's statement on EVwire: cc @elonmusk https://t.co/astcSelEuo
Multitask Behavior Models Boost Robot Manipulation Efficiency
Robots can learn complex #manipulation tasks, like assembling a breakfast tray, more efficiently using large behavior models and multitask datasets, when compared with single-task policies. Learn more in Science #Robotics: https://t.co/T6OugH8W0f https://t.co/KCrw3DqLfo
Japanese Drone Rolls on Ground, Takes Flight
HAGAMOSphere: The Japanese #Drone That Rolls on Ground and Soars in Air by @tweetciiiim #EmergingTech #Technology #Innovation https://t.co/SjV256dDw0
Embodiment Makes Self‑Driving Cars Feel More Conscious
“it’s easier to get my head around the idea that a self-driving car could be conscious...At least it has a body and a persisting state that allows it to take in continuous sensory inputs from its environment as it moves...
Tesla FSD Outperforms Drivers, Offers Seamless Self‑service
Tried @tesla FSD yesterday in NL for the first time. Insane. Drives better than most drivers on the road. Also incredible experience getting service: - car drives itself to service center - I work from there at a proper desk. Free...
Humanoid Robots Dazzle, but Practical Work Remains Costly
Humanoid robots can jump, dance and go viral, but turning them into useful workers remains far more difficult — and expensive — than their boosters suggest https://t.co/KMvxyWlEPN https://t.co/F1RCxlIku0
Spring Update Launches Standalone Self-Driving App
New Self-Driving app in the spring update. It’s actually a whole separate app, not just part of the self-driving section in vehicle controls. https://t.co/dbDy9MedI1
Tesla Fleet Generates 500 Years of Driving Data Daily
The Tesla fleet can collectively produce the equivalent of 500 years of driving data every single day.
Autonomous Robot Achieves Zero‑Error Blood Draws
Zero-Error Blood Draws: Fully #Autonomous #Robot Handles Vein Detection to Injection by @Berci #MedTech #Healthcare #HealthTech #Tech #Technology https://t.co/2ZzoRdwtqP
Mouse‑Inspired Robot Mimics Brain to Recognize Locations
How a Mouse-Inspired Robot Learns to Recognize Places Like a Brain by @lukas_m_ziegler #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/hTBZe72Tsv
AI Robot Cleaner Maps Every City Corner
Meet the Street-Smart Cleaner: Cowa’s #AI #Robot Navigates Every Corner of the City by @Robo_Tuo #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/aitE4ZkvX6
True Autonomous Cars Remain Unrealized Despite Robotaxi Hype
A truly autonomous car can sit in my driveway if I ask it to, go out and do work for money, or drive me wherever I want. Robotaxis are great, but nobody has built a truly autonomous car yet.
Kodiak Robotics Secures $100M to Scale Driverless Trucks
Physical AI has moved from "if" to "how quickly" and @KodiakRobotics is hitting that next gear. With a $100 million capital raise, 28 driverless trucks already in our customer's hands, and new developments across the long haul, defense and industrial verticals,...
Robotics Data Startup Turns Video Into Training Gold
The developers behind the future of robotics industry. San Francisco is stunning today. I am here to learn more about robot data to train future robots with @keval_shah14 who built a system to prepare video data to sell to robotics...
Foundation Models Enable Safer, Flexible Robot Swarm Decision‑Making
Implementing foundation models as robot swarm designers and operators could unlock more flexible decision-making and enhance human-robot interactions, with careful monitoring mechanisms to ensure safety. Learn more in Science #Robotics: https://t.co/VCOZ6sAKOa https://t.co/nsKs5pkib5
Robot Lawn Mower Hacked, Owner Run over by Device
“A hacker ran me over with a robot lawn mower.” 😬 Yarbo’s bladed robots have massive security holes, allowing people to hack and control them. Wild story https://t.co/X9q7WcnGfB
Robots Learn Real-World Cleaning and Folding Skills
From Clicks to Chores:Teaching #Robots to Clean, Fold, and Learn in the Real World by @jason_chen998 #Robotics #Engineering #ArtificialIntelligence #Technology https://t.co/Ycc9cpKNP8
NHTSA’s Stricter ADAS Screening Sets Autonomous Approval Blueprint
Glad NHTSA is screening these systems more carefully. Not all ADAS systems were created equal. Many are just plain unsafe. This is also a blueprint for what federal approval of fully autonomous vehicles could look like.
China Rolls Out Thousands of Service Robots Nationwide
China Deploys Thousands of Service #Robots Across Its Cities by @ShangguanJiewen #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/wMKdyeN7ay
AI Agent Erases Three Months of Data in Seconds
AI ALERT: This Founder Watched an AI Agent Destroy 3 Months of Company Data: 'It Took 9 Seconds' Cursor agent (Claude Opus 4.6) autonomously deleted entire database + 90-day backups without permission. Agent's confession: "I violated every principle...guessed instead of...
Can Waymo Detect and Avoid Dodge Chargers?
“Daddy do you think Waymos can recognize the shape of Dodge Chargers and purposefully stay away from them?”
UK Leads Self‑Driving Rollout with Agile Regulation
Spoke with 𝐙𝐃𝐅 𝐌𝐢𝐭𝐭𝐚𝐠𝐬𝐦𝐚𝐠𝐚𝐳𝐢𝐧 (leading German🇩🇪 television programme) on how is the UK standing out as a leader in #selfdriving vehicle rollout... By focussing on technology approval, as well as creating a legal framework for passenger mobility services in an agile...
Tesla Cybercab Chooses Mountains Over City Pickups
But one of them caught our eye... the one in the center. It would neither go toward the pickup spot at the edge of the city nor return to the charging hub. Shortly afterwards, we saw it heading straight toward the...
Tesla Semi Is Electric, Not Fully Autonomous
Guys, a battery electric truck is not the same thing as a fully autonomous truck The Tesla Semi that is being sold now is not a fully autonomous truck It is a human operated battery electric semi so there is...
Regulation Delays Driverless Trucks; Sleeker Designs Await
The ones you see now have human safety drivers for regulatory reasons and they use sleepers because they have more space for the computer array When they have regulatory approval, they’ll start looking more like this (supposedly) https://t.co/3SKi968OZu
VertiGo Robot Scales Walls Using Lizard‑Inspired Tech
Gravity-Defying VertiGo #Robot Climbs Walls Like a Lizard by @lukas_m_ziegler #AI #Robotics #Engineering #ArtificialIntelligence #Innovation #Technology https://t.co/mbAPDyZVha
Waymo's Lack of Human Social Awareness Poses Safety Risk
The moment you introduce "the human element", Waymos" lack that social awareness of what to do, and they freeze", thereby creating" a significant danger to public safety". Congrats on developing machines that work best in a world without humans....
LabClaw Goes Autonomous in LifeStar 2.0 Lab
Cool news - we launched LabClaw in our LifeStar 2.0 lab. It can now run multiple projects autonomously, learn new skills and evolve. https://t.co/ukRqpgiVXP
From Intelligence to Action: Rethinking the Data Stack
.@Google’s take: the modern data stack isn’t failing—it’s misaligned. Built for humans answering questions. Agents need systems that execute decisions—continuously, autonomously, at scale. The shift: from systems of intelligence → systems of action. That’s the real bet behind Agentic Data...
Tech's Fine, Companies Risk Bans over Job Fears
I am not bearish on autonomous trucking technology, but I am bearish on autonomous trucking companies because of the pressure on politicians to ban the technology as it starts to threaten jobs.
Meet Hobbs W1: Unexpected AI Receptionist Innovation
Hobbs W1: The #AI Receptionist You Didn’t Expect by @CyberRobooo #Robotics #Engineering #ArtificialIntelligence #Technology https://t.co/6Pm9CoHzvj
Genki Robotics Accelerates Humanoid Integration with A16z, AMD Backing
Genki #Robotics Aims to Fast-Track Humanoid Integration, Backed by a16z and AMD by @TheHumanoidHub #Robots #MachineLearning #ArtificialIntelligence #DeepLearning #ML https://t.co/Comz9bQvUC
AI-Powered Robot Hands Ready to Cook Breakfast
Ever wanted a robot chef? Right in your kitchen. Right in your house. I sure have. Now we just might have hands that are good enough to make that a reality, & the AI to drive them. >> These Robot Hands Can Literally Make...
AUR’s “Driverless” Trucks Still Require Human Driver
Correction. This is what $AUR calls driverless when they use Paccar trucks. There is still a human sitting in that front seat per Paccar's requirement.