Monday, June 1st 2026

NVIDIA Introduces 2nd Gen Transformer-based Ray Reconstruction, Now Part of DLSS 4.5

NVIDIA today announced the introduction of 2nd Generation Ray Reconstruction, a component of DLSS 4.5. When it debuted in 2023 as part of the DLSS 3.5 update, Ray Reconstruction addressed a key image quality problem where ray traced shadows, and reflections appeared inaccurate when subjected to DLSS 2 super resolution. In 2025, NVIDIA updated the older convoluted neural networks (CNN) based AI model with a newer transformer based model. Later that year, when NVIDIA introduced the DLSS 4.5 feature-set with 2nd Gen transformer models trained on larger sets of data, Ray Reconstruction didn't get updated. The company completed the DLSS 4.5 feature-set with new Ray Reconstruction feature. Besides a 2nd Gen transformer model trained on a larger volume of data, DLSS 4.5 RR introduces a more efficient AI denoiser, and greater spatial awareness for lighting accuracy.
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8 Comments on NVIDIA Introduces 2nd Gen Transformer-based Ray Reconstruction, Now Part of DLSS 4.5

#1
cinemaware
A bit sad that's all what we gamers get at a major tech expo from nVidia (I have just watched the whole Jensen keynote) but it is what it is, I guess. Alas, DLSS 5 is not that far away, that should be a hoot ;)
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#2
Gucky
For RT the denoiser is the current bottleneck. So DLSS-RR helps a lot.
But it also feels strange, every Expo Nvidia seems to drip feed gamers with some "ML/AI" update, but no hardware ones.
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#4
Chomiq
I love how the difference between two images is just the different labels under the identical pictures. Really informative Nvidia.


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#5
cinemaware
GuckyBut it also feels strange, every Expo Nvidia seems to drip feed gamers with some "ML/AI" update, but no hardware ones.
But in reality Blackwell was released only last year. So maybe they should do some Super "refresh" but wasn't that largely pointless anyway, or at best, hardly exciting? Plus everybody else is delaying stuff because of memory quagmire, so...
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#7
Mistral
Nice of nVidia to spend a few of their tokens on something game related..
Posted on Reply
#8
Scrizz
cinemawareA bit sad that's all what we gamers get at a major tech expo from nVidia (I have just watched the whole Jensen keynote) but it is what it is, I guess. Alas, DLSS 5 is not that far away, that should be a hoot ;)
If you want gamer stuff, maybe you should watch game related conferences, no?
For example GDC (Game Developers Conference), even then it's developer focused.
www.nvidia.com/en-us/events/gdc/

Computex is not the place for gaming news.
COMPUTEX TAIPEI is the world's leading technology B2B trade show held every June in Taipei, Taiwan.
www.computex.biz/SinglePage.aspx?index=803&language=EN&switchIndex=802
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Nov 11th, 2026 18:03 CST change timezone

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