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Pony AI Boosts Growth Plans With New AI Upgrade, Robotaxi Expansion - Pony AI (NASDAQ:PONY)
The upgraded model enables autonomous systems to self-diagnose weaknesses and drive targeted performance improvements. Enhanced Self-Diagnosis and Training Capabilities The system adds three key capabilities: self-diagnosis, targeted data collection in underperforming scenarios, and more efficient training on complex edge cases. Using a structured intention layer, the model evaluates its decisions against outcomes and identifies performance gaps. It then directs human teams to collect relevant real-world data to refine and improve the training process. Deployment and Commercial Expansion PonyWorld 2.0 is deployed across Pony.ai's driverless fleet and R&D operations, improving safety, ride comfort, and traffic efficiency. It also supports faster commercialization across the company's autonomous driving operations. The launch aligns with expansion plans to deploy over 3,000 robotaxis across 20 global cities, with nearly half of them overseas. Shift Toward Self-Improving AI Systems The upgrade builds on Pony.ai's reinforcement learning framework, which has been developed since 2020. It marks a shift toward a self-improving cycle where AI increasingly guides its own training. "PonyWorld 2.0 is an important step toward a more self-improving approach to autonomous driving development," said Founder and CTO Dr. Tiancheng Lou. "As AI systems become more capable, they can play a larger role not only in learning to drive, but also in guiding their own improvement -- making L4 development more scalable over time." Service Launch and Availability Pony.ai recently launched Europe's first commercial robotaxi service in Zagreb, Croatia, in partnership with Verne and Uber. The launch extends Pony.ai's robotaxi operations into Europe under its dual-engine growth strategy and follows breakeven milestones for Gen-7 unit economics in two Chinese tier-one cities. Technical Analysis At $9.66, the stock is trading 5.5% below its 20-day simple moving average (SMA) of $10.22, indicating a bearish short-term trend. It is also 21.8% below its 50-day SMA of $12.36, suggesting continued weakness in the intermediate term. The relative strength index (RSI) stands at 37.90, signaling neutral momentum. The moving average convergence divergence (MACD) shows a bullish crossover, with the MACD at -1.0063 and the signal line at -1.0462. This indicates the stock faces some pressure but may gain upward momentum if buying interest strengthens. Key Resistance: $11.50 -- This level has historically been where upward movements have stalled. Key Support: $8.00 -- A critical level where buying interest has previously emerged. Analyst Outlook The stock carries a Buy Rating with an average price target of $21.17. Recent analyst moves include: HSBC: Initiated with Buy (Target $16.60) (March 31) Barclays: Equal-Weight (Lowers Target to $10.00) (March 30) Barclays: Initiated with Equal-Weight (Target $15.00) (Dec. 17, 2025) Benzinga Edge Rankings Below is the Benzinga Edge scorecard for Pony AI, highlighting its strengths and weaknesses compared to the broader market: Momentum: Weak (Score: 11.99) -- Stock is underperforming the broader market. The Verdict: Pony AI Benzinga Edge signal reveals a weak profile, indicating challenges in maintaining upward momentum despite recent technological advancements. Top ETF Exposure SPDR S&P Kensho Smart Mobility ETF (NYSE:HAIL): 2.34% Weight Roundhill Robotaxi, Autonomous Vehicles & Technology ETF (NASDAQ:CABZ): 4.36% Weight Significance: Because PONY carries significant weight in these funds, any significant inflows or outflows will likely trigger automatic buying or selling of the stock. PONY Stock Price Activity: Pony AI shares were up 3.09% at $9.66 during premarket trading on Friday, according to Benzinga Pro data. Image via Shutterstock Market News and Data brought to you by Benzinga APIs To add Benzinga News as your preferred source on Google, click here.
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Pony AI Launches Upgrade for Autonomous Driving AI Engine
Pony AI Inc is a holding company principally engaged in the commercialization of autonomous vehicles. The Company mainly operates three businesses. The robotaxi services business is engaged in the operation of fully driverless vehicles. The robotruck services business is engaged in the development of robotrucks with safety drivers to fulfill its freight orders within its existing nationwide logistics network. The licensing and applications business is engaged in offering personally owned vehicles (POV) intelligent driving solutions and other value-added technological services. The Company conducts its business in the domestic and overseas markets.
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Pony AI has launched PonyWorld 2.0, an upgraded autonomous driving AI engine that enables self-diagnosis and targeted performance improvements. The company plans to deploy over 3,000 robotaxis across 20 global cities, with nearly half overseas, while recently launching Europe's first commercial robotaxi service in Zagreb, Croatia.
Pony AI has launched PonyWorld 2.0, a significant AI upgrade to its autonomous driving AI engine that fundamentally changes how autonomous driving systems learn and improve
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. The upgraded model enables autonomous systems to self-diagnose weaknesses and drive targeted performance improvements, marking a shift toward AI systems that increasingly guide their own training. This development matters because it addresses one of the industry's most persistent challenges: how to scale autonomous driving technology efficiently without relying solely on human-directed improvements.
Source: Benzinga
The system adds three key capabilities that distinguish it from previous iterations: self-diagnosis, targeted data collection in underperforming scenarios, and more efficient training on complex edge cases
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. Using a structured intention layer, the model evaluates its decisions against outcomes and identifies performance gaps. It then directs human teams to collect relevant real-world data to refine and improve the training process. This approach represents a fundamental evolution in how autonomous driving systems develop, moving from passive learning to active participation in their own improvement cycles.The self-diagnosis feature enables Pony AI's autonomous driving systems to identify their own weaknesses without waiting for human engineers to detect problems
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. This capability accelerates the development cycle by allowing the AI to recognize scenarios where it underperforms and automatically flag them for additional training. The system's ability to guide data collection represents a significant efficiency gain, as it focuses resources on the specific situations where improvement is needed most.Founder and CTO Dr. Tiancheng Lou emphasized the strategic importance of this shift: "PonyWorld 2.0 is an important step toward a more self-improving approach to autonomous driving development. As AI systems become more capable, they can play a larger role not only in learning to drive, but also in guiding their own improvement -- making L4 development more scalable over time"
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. The upgrade builds on Pony AI's reinforcement learning framework, which has been developed since 2020, demonstrating the company's long-term commitment to advanced AI methodologies.PonyWorld 2.0 is now deployed across Pony AI's driverless fleet and R&D operations, improving safety, ride comfort, and traffic efficiency
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. The launch aligns with ambitious robotaxi expansion plans to deploy over 3,000 robotaxis across 20 global cities, with nearly half of them overseas. This represents one of the most aggressive expansion strategies in the autonomous vehicle industry and signals Pony AI's confidence in its technology's readiness for large-scale commercialization.The company recently launched Europe's first commercial robotaxi service in Zagreb, Croatia, in partnership with Verne and Uber
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. This launch extends Pony AI's robotaxi services into Europe under its dual-engine growth strategy and follows breakeven milestones for Gen-7 unit economics in two Chinese tier-one cities. The achievement of unit economics breakeven in major Chinese markets provides a financial foundation for international expansion and suggests the business model can scale profitably.Related Stories
While robotaxi services represent Pony AI's most visible operation, the company maintains a diversified business model across three core segments
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. The robotruck services business develops robotrucks with safety drivers to fulfill freight orders within its existing nationwide logistics network. The licensing and applications business offers personally owned vehicles intelligent driving solutions and other value-added technological services. This diversification strategy reduces dependency on any single revenue stream while allowing the company to apply its autonomous driving technology across multiple commercial applications.PONY shares traded at $9.66 during premarket trading, up 3.09%, though the stock faces technical headwinds
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. The stock is trading 5.5% below its 20-day simple moving average of $10.22 and 21.8% below its 50-day SMA of $12.36, indicating bearish short-term and intermediate-term trends. The relative strength index stands at 37.90, signaling neutral momentum, while the MACD shows a bullish crossover that may indicate potential upward movement if buying interest strengthens.Despite recent stock performance challenges, analyst ratings remain optimistic with a Buy Rating and an average price target of $21.17
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. HSBC initiated coverage with a Buy rating and $16.60 target on March 31, while Barclays maintains an Equal-Weight rating with a $10.00 target. The stock carries significant weight in specialized ETFs, including a 4.36% weight in the Roundhill Robotaxi, Autonomous Vehicles & Technology ETF and 2.34% in the SPDR S&P Kensho Smart Mobility ETF, meaning institutional flows through these funds could trigger automatic buying or selling pressure.Summarized by
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