And then the wild part DA3 becomes a feed-forward 3D Gaussian splatting engine. Add one head.
No optimization loops.
Just straight image → 3D Gaussians → novel views. DA3-based 3DGS outperforms every specialized model.
TECHNOLOGY
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DA3 as feed-forward 3D Gaussian splatting outperforms specialized models
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DA3 beats VGGT and Pi3 across all geometry benchmarks
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The numbers are insane. DA3 beats VGGT and Pi3 across every geometry benchmark: → HiRoom
→ ETH3D
→ DTU
→ 7Scenes
→ ScanNet++ Pose accuracy. Reconstruction accuracy. Depth consistency.
Across all 5, DA3 sits at the top. -
DA3’s universality: one model handles depth, geometry, pose, and splatting
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DA3’s biggest flex isn’t accuracy, it’s universality. One model handles monocular depth, multi-view geometry, pose estimation, and even 3D Gaussian splatting without changing the backbone. Just adaptive cross-view attention + a dual-DPT head. This is what “simple architecture,
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Single Vanilla Transformer Outperforms All SOTA 3D Models
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Holy shit… a single vanilla transformer is outperforming every SOTA 3D model. Depth Anything 3 just rewired 3D perception. A single plain transformer no fancy architecture now reconstructs full 3D geometry from any set of images. One photo, 18 photos, posed or unposed, it
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EU Connectivity Rules Framework Takes Effect for Network Rollout
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Rules to ease the rollout of better connectivity networks enter into effect | Shaping Europe’s digital future https://
digital-strategy.ec.europa.eu/en/news/rules-
ease-rollout-better-connectivity-networks-enter-effect
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#digitaleu #connectivity #network #innovation #technology @DigitalEU @ArturHabant @elaniazito @Khulood_Almani @Hana_ElSayyed @debashis_dutta -
EU Rules Facilitate Better Connectivity Network Rollout
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Rules to ease the rollout of better connectivity networks enter into effect | Shaping Europe’s digital future https://
digital-strategy.ec.europa.eu/en/news/rules-
ease-rollout-better-connectivity-networks-enter-effect
…
#digitaleu #connectivity #network #innovation #technology @DigitalEU @ArturHabant @elaniazito @Khulood_Almani @Hana_ElSayyed @debashis_dutta -
EU Democracy Shield strengthens resilience through digital innovation
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European Democracy Shield and EU Strategy for Civil Society pave the way for stronger and more resilient democracies https://
ec.europa.eu/commission/pre
sscorner/detail/en/ip_25_2660
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#digitaleu #democracy #innovation #technology @DigitalEU @ArturHabant @elaniazito @BetaMoroney @CurieuxExplorer @Shi4Tech @smaksked -
Spotify Clone: AI generates playlist artwork in seconds without prompts
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1) Spotify Clone
— God of Prompt (@godofprompt) 18 novembre 2025
I typed:
/Generate Image
Rocket instantly created and integrated AI visuals for the playlists.
No prompts.
No image editors.
No retries.
It literally understood the task and executed perfectly.
Imagine having your app generate its own artwork in seconds. pic.twitter.com/XDS5Z5ekw41) Spotify Clone I typed: /Generate Image Rocket instantly created and integrated AI visuals for the playlists. No prompts.
No image editors.
No retries. It literally understood the task and executed perfectly. Imagine having your app generate its own artwork in seconds. -
GPUs Dominate Top 500 Supercomputers: NVIDIA Powers 78%
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The great flip: Today, over 85% of the TOP100 HPC systems use GPUs, not just CPUs, turning the 2019 landscape upside down when CPU-only systems made up 70%. NVIDIA now powers 78% of the @top500supercomp list. With 388 systems — 218 GPU-accelerated systems and 362 systems
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Europa Chip Achieves 629 TOPS at 45W Energy Efficiency
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High-performance computing shouldn't require high power consumption.
— Axelera AI (@AxeleraAI) 18 novembre 2025
Europa: 629 TOPS at 45W proves that energy efficiency and breakthrough performance are engineered together, not traded off.
Purpose-built for sustainable HPC.#SC25 #HPC #HPCignites #AIInference pic.twitter.com/V91GTt6TEYHigh-performance computing shouldn't require high power consumption.
Europa: 629 TOPS at 45W proves that energy efficiency and breakthrough performance are engineered together, not traded off.
Purpose-built for sustainable HPC.
#SC25 #HPC #HPCignites #AIInference