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Blog Robótica & RL

World Action Models: A Survey

arXiv:2606.20781v1 Announce Type: new Abstract: World Action Models (WAMs) are embodied predictive-action models that make a forecast of the future available to action. Recent WAMs repurpose large video generation models, and a parallel line relies on language or vision-language backbones without a video-generation core. This rapid expansion has blurred the boundary among broad world models, video generation models, action-grounded video world models, Vision-Language-Action policies, and WAMs. T...

23.06.2026

Blog LLMs & Texto

Specific Domain Ontology Construction Using Large Language Models

arXiv:2606.20691v1 Announce Type: new Abstract: Ontologies are useful structures to organize and maintain information that can be understood both by humans and systems. However, since their manual crafting is a laborious task, many specific domains lack reference ontologies. The outstanding ability for understanding natural language demonstrated by the Large Language Models (LLMs) has motivated their application to aid on a variety of fields, including on ontology development. This work presents...

23.06.2026

Paper Geração de Imagem

FLUX3D: High-Fidelity 3D Gaussian Generation with Diffusion-Aligned Sparse Representation

FLUX3D addresses limitations in image-to-3D Gaussian Splatting generation by improving representation learning and cross-modal alignment through specialized architectures and atten…

23.06.2026

Paper Geração de Imagem

FLAT: Feedforward Latent Triangle Splatting for Geometrically Accurate Scene Generation

Video diffusion models are adapted to decode explicit surface primitives directly from latent space, enabling high-quality 3D scene generation with improved geometric accuracy and…

23.06.2026 ·▲ 13

Paper LLMs & Texto

IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generation

Implicit Visual Chain-of-Thought decomposes visual conditioning into structural and semantic cascades for improved structure-aware image generation with sketch supervision.

23.06.2026 ·▲ 13

Paper LLMs & Texto

Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoning

Text-to-image models fail to generate counterfactual scenes because they rely on tightly coupled visual-textual patterns rather than causal reasoning, demonstrating limited underst…

23.06.2026 ·▲ 5

Paper Geração de Imagem

Trimming the Long-Tail of Visual World Modeling Evaluation

Current visual world models demonstrate limited generalization beyond common physical interactions, struggling with rare and irregular scenarios despite achieving realism on standa…

23.06.2026 ·▲ 35

Paper Geração de Imagem

DiffusionBench: On Holistic Evaluation of Diffusion Transformers

Researchers introduce NanoGen, a unified framework for training and evaluating diffusion transformers that demonstrates the need for comprehensive benchmarking beyond ImageNet clas…

23.06.2026 ·▲ 4

Blog Robótica & RL

GM installs robots at flagship EV factory after laying off 1,300 workers

US autoworkers union warns of robot automation as dark factory future looms.

22.06.2026

Editorial Geração de Imagem

Seedance 2.0: geração de vídeo com áudio nativo em um único passo

O modelo da ByteDance lidera a arena de geração de vídeo com Elo 1.351 — e é o primeiro a produzir vídeo e áudio estéreo sincronizados em uma única passagem pela rede, sem pipeline separado.

22.06.2026

Blog LLMs & Texto

L’Oréal brings Maybelline virtual try-on to ChatGPT

L’Oréal has announced a collaboration with OpenAI that will bring Maybelline New York’s virtual makeup try-on feature into ChatGPT. The announcement was made at VivaTech 2026. The partnership covers consumer-facing shopping tools, product discovery, advertising pilots, research, and internal content production. The collaboration also covers L’Oréal’s internal use of AI in research, formulation, content production, […] The post L’Oréal brings Maybelline virtual try-on to ChatGPT ap...

22.06.2026

Blog LLMs & Texto

Daybreak: Tools for securing every organization in the world

OpenAI introduces new Daybreak tools, including Codex Security and GPT-5.5-Cyber, to help organizations find, validate, and patch vulnerabilities at scale.

22.06.2026