Image by Author | Ideogram
We’ve all spent the last couple of years or so building applications with large language models. From chatbots that actually understand context to code generation tools that don't just autocomplete but build something useful, we've all seen the progress.
Now, as agentic AI is becoming mainstream, you’re likely hearing…
Beijing Academy of Artificial Intelligence (BAAI) introduces OmniGen2, a next-generation, open-source multimodal generative model. Expanding on its predecessor OmniGen, the new architecture unifies text-to-image generation, image editing, and subject-driven generation within a single transformer framework. It innovates by decoupling the modeling of text and image generation, incorporating a reflective training mechanism, and implementing a purpose-built…
We’re introducing an efficient, on-device robotics model with general-purpose dexterity and fast task adaptation.
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Challenges in Dexterous Hand Manipulation Data Collection
Creating large-scale data for dexterous hand manipulation remains a major challenge in robotics. Although hands offer greater flexibility and richer manipulation potential than simpler tools, such as grippers, their complexity makes them difficult to control effectively. Many in the field have questioned whether dexterous hands are worth the…
Image by Author | ChatGPT
The Data Quality Bottleneck Every Data Scientist Knows
You've just received a new dataset. Before diving into analysis, you need to understand what you're working with: How many missing values? Which columns are problematic? What's the overall data quality score?
Most data scientists spend 15-30 minutes manually exploring each…
Why Multimodal Reasoning Matters for Vision-Language Tasks
Multimodal reasoning enables models to make informed decisions and answer questions by combining both visual and textual information. This type of reasoning plays a central role in interpreting charts, answering image-based questions, and understanding complex visual documents. The goal is to make machines capable of using vision as…
Science
Published
25 June 2025
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Google DeepMind has unveiled Gemini Robotics On-Device, a compact, local version of its powerful vision-language-action (VLA) model, bringing advanced robotic intelligence directly onto devices. This marks a key step forward in the field of embodied AI by eliminating the need for continuous cloud connectivity while maintaining the flexibility, generality, and high precision associated with the…
Image by Author | Canva
Everyone and their dogs are trying to enter the tech industry, whether by learning to program, entering product management, or some other direction. I am pretty new to the tech industry, with only 5 years of experience, but as I speak to more individuals, some are worried about getting…
Navigating the dense urban canyons of cities like San Francisco or New York can be a nightmare for GPS systems. The towering skyscrapers block and reflect satellite signals, leading to location errors of tens of meters. For you and me, that might mean a missed turn. But for an autonomous vehicle or a delivery robot,…