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[⚡AI Search⚡ @aisearchio]

What a crazy week in AI! 🚀

LocateAnything
CubePart
Opus 4.8
Step 3.7 Flash
MiniCPM5 1B
PhysX Omni
DeepSWE
TriSplat
Gamma World
PiD
GenRecon
AutoScientists
ControlLight
& more!

Watch the full recap:
https://t.co/lOFYyoBrXB

[⚡AI Search⚡ @aisearchio]

Bytedance drops an interesting paper, Representation Forcing.

Understanding and generation meet in a single representation space, learned end to end, with no VAE in between.

Looks like VAE will not be necessary for future models.

https://t.co/U7yMBZTEGA

[⚡AI Search⚡ @aisearchio]

MDA is a new depth-estimation method from NVIDIA.
It removes flying points around object edges, glass, and sky with almost no extra overhead.

Code available

https://t.co/qkdbRDF44u

[⚡AI Search⚡ @aisearchio]

LaVR renders existing videos with new camera paths. It keeps scenes geometrically consistent while avoiding the distortions, hallucinated objects, and wrong camera motion

https://t.co/V6nqy0Yd1n

[⚡AI Search⚡ @aisearchio]

VSTAT is a new video benchmark that tests whether AI models can continuously track changing visual states over time, and it’s impressive because humans score about 90.5% while the best current model only reaches 44.4%, exposing a huge weakness in today’s multimodal AI.

https://t.co/IBJrGGFNkt

[⚡AI Search⚡ @aisearchio]

Ideogram 4.0 is out and it's impressive! Top OPEN image model that rivals Nano Banana.

> Strong text rendering & layout control
> Multilingual text + 2K images
> Open weights, code available

https://t.co/KGaxnBPmah

[⚡AI Search⚡ @aisearchio]

Bytedance drops an interesting paper, Representation Forcing.

Understanding and generation meet in a single representation space, learned end to end, with no VAE in between.

Looks like VAE will not be necessary for future models.

https://t.co/U7yMBZTEGA

[⚡AI Search⚡ @aisearchio]

Alibaba teases a new realtime AI video system, StreamChar. Speech + video are generated together in long streams.

https://t.co/EtIvXhCDRt

[⚡AI Search⚡ @aisearchio]

Stability AI drops Stable-Layers, a new method for splitting images into editable layers. Cleaner separation and fewer artifacts

https://t.co/c9rHbyyzO8

[⚡AI Search⚡ @aisearchio]

@mistral_iq1_s 😢

[⚡AI Search⚡ @aisearchio]

Ideogram 4.0 is out and it's impressive! Top OPEN image model that rivals Nano Banana.

> Strong text rendering & layout control
> Multilingual text + 2K images
> Open weights, code available

https://t.co/KGaxnBPmah

[⚡AI Search⚡ @aisearchio]

@new_discord_tea not at the moment

[⚡AI Search⚡ @aisearchio]

Bytedance drops an open-source Gemini Omni!!!

Bernini is a new AI video generation + editing framework.

> Edit videos with text prompts
> Image/video references
> Code available

https://t.co/rMKIBITUWW

[⚡AI Search⚡ @aisearchio]

Alibaba teases a new realtime AI video system, StreamChar. Speech + video are generated together in long streams.

https://t.co/EtIvXhCDRt

[⚡AI Search⚡ @aisearchio]

@AutismEgregore Update: it only takes 16gb for 480p

[⚡AI Search⚡ @aisearchio]

Bytedance drops an open-source Gemini Omni!!!

Bernini is a new AI video generation + editing framework.

> Edit videos with text prompts
> Image/video references
> Code available

https://t.co/rMKIBITUWW

[⚡AI Search⚡ @aisearchio]

@Dani314855 Update: it only takes 16gb for 480p

[⚡AI Search⚡ @aisearchio]

@Dani314855 size of hf repo is 168gb 💀

[⚡AI Search⚡ @aisearchio]

NVIDIA's PiD is my new favorite upscaler. Accurate, fast, and incredible details. Generates a 4K image in under 5s.

Full tutorial https://t.co/mwwUs6tomh

[⚡AI Search⚡ @aisearchio]

Google & Meta release PaGeR, a new AI model for 360° scene geometry.

> Depth, metric depth, normals, & sky masks
> SOTA panoramic depth + normals
> Code available

https://t.co/PwoNneqCWa

[⚡AI Search⚡ @aisearchio]

Exciting news! NVIDIA RTX Spark brings RTX + AI into slim laptops and small desktops. Local agents can run with CUDA + big unified memory.

> Up to 1 petaflop FP4 AI
> Up to 128GB unified memory
> 6,144 Blackwell RTX GPU cores

https://t.co/3pC2Y9ZEdl