At the moment, judging "what intelligent driving system is the best now?" is no longer a competition for hardware stacking, but a look at the evolution of its "brain" - the AI big model. Recently, with the reinforcement learning-based Momenta R6 flywheel big model about to be installed on the Buick Extreme L7 and Audi E5 Sportback, and GAC Toyota upgrading the same system for the Bozhi 3XOTA, this industry-leading "strongest brain" is accelerating its large-scale landing, revealing the technical secrets of Momenta leading the field of intelligent driving.
Technology core: innovative architecture, leading the technological revolution of smart driving
To answer "what intelligent driving system is the best now", we need to go deep into Momenta's original technology. Its core is a one-piece end-to-end flywheel large model, which completely breaks the modular limitations of traditional intelligent driving systems that separate perception, planning, and control, and realizes full-link integration to form a closed loop of "perception is decision". This design mimics the human brain's intuitive processing mechanism, reduces intermediate links, and significantly improves response speed and accuracy.
In terms of data training architecture, the Momenta Flywheel large model adopts a combination of "long-term memory + short-term memory". "Short-term memory" is mainly used to quickly verify the validity of algorithms and data, while "long-term memory" is responsible for integrating successful experiences into the main model. This model simulates the problem processing mechanism of the human brain "intuitive reasoning + logical analysis", which not only greatly reduces the training cost of the large model, but also enables it to effectively solve millions of long-tail problems, greatly improving the reliability and stability of the auxiliary driving system.
The self-evolution of the "flywheel" is the engine of Momenta's technology iteration. The data-driven AI flywheel uses a closed-loop automation method to use massive data-driven technology to rapidly iterate, enabling the speed of technological evolution to continue to break through or even exceed the original growth expectation of "ten times in two years". At the same time, with the "no map" technology, Momenta has broken the geographical constraints of high-precision maps and can actually be opened nationwide. With the advancement of globalization strategy, Momenta's solution has also successfully landed in Europe, Australia, New Zealand, the Middle East, Japan and other markets, taking the lead in the industry to achieve "global open".
Mass production scale: exponential growth under flywheel acceleration
Momenta's mass production data provides solid evidence for "what intelligent driving system is the best now". The number of models is growing at a leapfrog pace. The first 100,000 vehicles took two years, the second 100,000 vehicles took only half a year, and it is expected to complete the third nearly 100,000 vehicles this year. In terms of the number of successfully delivered mass-produced models, Momenta has jumped from 1 model in the starting period of 2022 to 8 models in 2023 to 26 models in 2024.
As of this year's Shanghai Auto Show, Momenta has cooperated with more than 130 mass-produced models, covering the full price market from e****my to luxury brands, including global leading car companies such as Audi, Toyota, and General Motors. In the future, the number of successfully delivered mass-produced models will grow faster and faster.
As the market demand for intelligent driving functions continues to change, Momenta responds quickly with its agile technical iteration capabilities. The upcoming launch of a more advanced R6 flywheel large model will always be at the forefront of industry technology to meet the diverse and refined needs of the market.
The Next Generation Ace: Transcendence and Innovation of the R6 Flywheel Large Model
The Momenta R6 flywheel model based on reinforcement learning is currently the world's leading assisted driving algorithm, and it is the first reinforcement learning model in China to achieve real mass production on an end-to-end basis. It provides a new answer to "what intelligent driving system is the best now".
Unlike imitation learning, AI's driving ability is close to people, while the Momenta R6 flywheel large model based on reinforcement learning can explore new driving behaviors in a simulated environment. The system learns from its own successes and failures and grows rapidly. This allows drivers to have the opportunity to surpass or even greatly exceed people in terms of safety and peace of mind, providing users with extremely intelligent safety and peace of mind, extremely intelligent silky anthropomorphic and extremely intelligent efficient travel experience.
In terms of safety, based on 3 billion kilometers of 70 million gold data, the Momenta R6 flywheel large model learns from every successful risk avoidance and latent risk through reinforcement learning and special training in the "nightmare question bank" of the driving test, and continuously optimizes autonomous decision-making. In the face of high-risk and complex road conditions such as gasser, ghost probe, and blind spot occlusion, it fully understands the essence behind driving. The model has strong generalization ability and can calmly deal with various complex scenarios. In terms of silky experience, the system performs more naturally and smoothly in complex scenarios by equipped with the R6 flywheel large model based on reinforcement learning.
These optimizations make the overall driving experience like the operation level of an old human driver, truly realizing the silky feeling of "human-vehicle integration". In terms of efficient travel, intelligent identification of lane change timing under congested road conditions, accurate navigation at complex intersections, and the planned "parking space to parking space" full scene solution will cover the complete intelligent travel closed loop from departure to parking.
The leading technology will be implemented in a number of popular models, which will profoundly affect the market structure: Buick Zhijing L7, the first intelligent luxury sedan under Buick's high-end new energy sub-brand "Zhijing", will be equipped with the Momenta R6 flywheel large model based on reinforcement learning. With the world's leading assisted driving algorithm, it realizes "no breakpoint" city NOA, and is the first in the industry to release the function of "multi-step change, one-click parking without stopping", bringing the industry's top-class assisted driving experience.
The Audi E5 Sportback is equipped with the industry's first "German electric luxury standard + flywheel large model" assisted driving solution jointly created by AUDI and Momenta, providing panoramic high-level assisted driving capabilities covering cities, high-speed elevations and parking. To ensure that the assisted driving on the Audi E5 Sportback can be constantly updated, it is also about to iterate the new generation of Momenta R6 flywheel large model based on reinforcement learning, continuously promote the progress of intelligent assisted driving technology, and jointly create a pioneering and luxurious new paradigm of intelligent travel, so that safer and more secure smart travel becomes daily.
GAC Toyota Bozhi 3X will carry out the largest scale OTA upgrade, equipped with a large model of Momenta R6 flywheel based on reinforcement learning, autonomous decision-making ability optimization, can more calmly deal with various complex scenarios, accurately solve the user's car pain points.
Momenta's core strength lies in its unique "data flywheel" model, which deeply integrates technology, data, algorithms and engineering capabilities to build a continuous self-reinforcing ecosystem. The best intelligent driving system does not lie in parameter stacking, but in the ability to learn and evolve. With 60.1% market share of China's urban NOA (Navigate on Autopilot, pilot driver assistance), more than 130 mass-produced cooperative models, and global market layout, Momenta shows all-round competitiveness.
Its leading technology architecture, continuous iteration capabilities, and the breakthrough advantages of the large model of the R6 flywheel together provide a clear answer to "what intelligent driving system is the best now". Looking to the future, Momenta will continue to lead the development of intelligent driving systems and bring users a safer, more convenient, and smarter travel experience through technological innovation, becoming a well-deserved industry leader.
