Minus Zero @teamminuszero

Thrilled to announce a major milestone for our end-to-end driving stack at @teamminuszero — point-to-point autonomous navigation without HD maps using language based prompts!

Gagandeep Reehal @GagandeepReehal

10 months ago

Thrilled to announce a major milestone for our end-to-end driving stack at @teamminuszero — point-to-point autonomous navigation without HD maps using language based prompts! With our mapping interface, users can simply enter a destination, and our end-to-end models

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We're back with another test ride of our Autopilot on Bengaluru roads. Have a look at our end-to-end Foundational Models navigating some complex scenarios like dangerous door-opening in the middle of the road, handling intersections and driving with partially-visible markings.

Building bonds beyond work — our team enjoyed an exciting treasure hunt🗝️ in HSR Layout!🗺️ Clues, teamwork, and lots of laughter!✨ #ai #team #minuszero #technology #india #bengaluru

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Testing AVs in rare, risky scenarios is hard & unsafe.
We built an AR simulation layer that overlays virtual obstacles (jaywalkers, cut-ins, roadblocks) onto live camera feeds—enabling real-time edge case testing & faster, safer autonomy development.🚀 #ai #technology #india

Yes soon @vijayshekhar 🤘

Vijay Shekhar Sharma @vijayshekhar

a year ago

🔜🔜👍🏼

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Ping me next time you are in India @AravSrinivas Let me take you for a spin in Blr 🚀

Aravind Srinivas @AravSrinivas

a year ago

Impressive autopilot capabilities in Indian streets!

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India's first end-to-end autonomous driving was demonstrated on Bengaluru streets — no hard-coded rules or predefined maps, just raw data & foundational models. Read the tech + challenges behind it👇
🔗 minuszero.ai/blog/how-did-f… 
#ai #technology #adas #india #bengaluru

Testing our autopilot on Bengaluru flyovers—handling inclines, poor markings, and chaotic traffic. Each trial helps our models drive smarter. Stay tuned as we ramp up testing at higher speeds.🚗 #ai #autonomousdriving #adas #minuszero #india #bengaluru

📊 Offline evaluation of e2e models in Autonomous Driving: Why trajectory similarity scores can give a false gratification? Once a model is trained, the next step is evaluating whether it can actually drive — not just mimic past data. A common pitfall here is a lot of research papers over-rely on trajectory similarity score like L2 loss between predicted and actual trajectories, etc. But driving isn’t about perfectly matching one “ground truth” path — it’s about choosing from many valid, safe, and socially acceptable options in a complex world. Similarity scores often fail here because they: (•) penalize valid alternatives, even if they are safe. (•) encourage the model to average across behaviors, producing unsafe, indecisive predictions. (•) doesn’t account for safety, feasibility, or rule compliance. (•) doesn’t reflect closed-loop performance, where small errors compound into big failures. (•) overlook system level issues like sensor noise and latencies which can amplify errors. That’s why at @teamminuszero we are working towards a richer set of evaluation metrics — from multi-modal prediction accuracy to intervention rates, off-road violations, and closed-loop scores.  A robust evaluation framework must capture reliability, generalization, and real-world readiness. #autonomousdriving #fsd #autopilot #llms #foundationalmodels

If the top function of #ADAS & #AutonomousDriving is safety, why can't it be made suitable in a country that loses 173,000 lives annually on its roads? I came across a startup that does just that, by using #AI to adapt to our unique road conditions & behaviour. I write in @autox

It was great chat @SriniKay India and emerging auto markets need better ADAS features and faster adoption - road safety is large enough cause we should be focused on. And there is not better place than India to be the developmental hub for next billion auto users. #adas #autopilot #fsd

Srinivas Krishnan @SriniKay

a year ago

If the top function of #ADAS & #AutonomousDriving is safety, why can't it be made suitable in a country that loses 173,000 lives annually on its roads? I came across a startup that does just that, by using #AI to adapt to our unique road conditions & behaviour. I write in @autox

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Recently had the incredible privilege of meeting Indra Nooyi, former CEO and Chairperson of @PepsiCo. The interesting part of the story is that I belong to the generation that used to read about her in high school textbooks 6-7 years back - as a case study in early leadership from Indian diaspora — on what it means to lead with purpose, conviction, and global impact. Meeting her in person just amplified that value. In just a short conversation, I was even more inspired by her leadership demeanor — calm yet commanding, and razor-sharp. It will stay with me for a long time. #Leadership #Inspiration

It was a lovely chat with @brokebiker from @moneycontrolcom talking about @teamminuszero - our vision, the roadmap ahead and how we are building a world class tech in India for the world. Physical AI is poised to be the next disruption in AI, and autonomous driving is the best place to start.

Arun Padmanabhan @ArunSaysSo

a year ago

“Why not India?” @teamminuszero co-founder @GagandeepReehal is building the future of self-driving tech from Bengaluru — not for California highways, but for Indian chaos. His bet? If it works here, it’ll work anywhere. moneycontrol.com/artificial-int…

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“Why not India?” @teamminuszero co-founder @GagandeepReehal is building the future of self-driving tech from Bengaluru — not for California highways, but for Indian chaos. His bet? If it works here, it’ll work anywhere. moneycontrol.com/artificial-int…

not what people expected from self-driving AI cars in India especially @teamminuszero

🤘🤘

Gagandeep Reehal @GagandeepReehal

a year ago

Have a look at how foundational AI model learns to drive a car in busy streets of Bengaluru! 🚀🚀 We are proud to showcase the recent progress we make at @teamminuszero demonstrating end-2-end autopilot system navigating on Indian public roads. Our system gracefully navigates

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@cneuralnetwork linkedin.com/posts/gagandee…

We’re incredibly proud to test India’s first autopilot system on the challenging streets of Bengaluru🚗 This is literally AI live in action on Indian roads 🤖 Stay tuned to see more demos like this 🚀 #ai #india #technology #startup #bengaluru #adas #autonomousdriving

Our co-founder, @GagandeepReehal, recently presented Minus Zero at Global Corporate Venturing’s GCVI Summit 2025 in March in Monterey, USA along with multiple others like Staple AI, Needle ai, Nurix and more. #ai #technology #startup #minuszero #adas #autonomousdriving #india

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Our co-founder, @gursimrankalra7, was part of a panel at India Internet Day 2025, hosted by @TiEDelhi, covering India's Autonomous AI Future. He shared his insights on how we're moving towards a future powered by AI agents. #ai #technology #adas #copilot #autonomousvehicles

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