Necessity

The Evolution of Generative AI in 2025: From Novelty to Necessity

The 12 months 2025 marks a pivotal moment within the journey of Generative AI (Gen AI). What began as an enchanting technological novelty has now evolved right into a critical tool for businesses across...

The Necessity of a Gradient of Explainability in AI

An excessive amount of detail might be overwhelming, yet insufficient detail might be misleading.“Any sufficiently advanced technology is indistinguishable from magic” — Arthur C. ClarkeWith the advances in self-driving cars, computer vision, and more...

BEV Perception in Mass Production Autonomous Driving The Necessity of End-to-end Systems Perception 2.0: End-to-end Perception XNet: BEV Perception Stack from Xpeng Motors The Future Takeaways References

The Recipe of XNet from Xpeng MotorsThis blog post relies on the invited talk within the End-to-end Autonomous Driving Workshop at CVPR 2023 held in Vancouver, titled “The Practice of Mass Production Autonomous Driving...

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