Today in the Gemini app, we're unveiling a new image editing model from Google DeepMind. People have been going bananas over it already in early previews — it's the top-rated image editing model in the world. Now, we're excited to share that it's integrated into the Gemini app so you have more control than ever…
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DataCamp Free Access Week: Python + AI
Stop what you’re doing. DataCamp just unlocked an entire week of Python and AI learning—completely free. There’s no catch. No payment, no trial period, no commitment, no experience needed.
Whether you're starting from scratch or looking to build on technical…
Contrastive Language-Image Pre-training (CLIP) has become important for modern vision and multimodal models, enabling applications such as zero-shot image classification and serving as vision encoders in MLLMs. However, most CLIP variants, including Meta CLIP, are limited to English-only data curation, ignoring a significant amount of non-English content from the worldwide web. Scaling CLIP to include…
Current AI benchmarks are struggling to keep pace with modern models. As helpful as they are to measure model performance on specific tasks, it can be hard to know if models trained on internet data are actually solving problems or just remembering answers they've already seen. As models reach closer to 100% on certain benchmarks,…
Embodied AI agents that can perceive, think, and act in the real world mark a key step toward the future of robotics. A central challenge is building scalable, reliable robotic manipulation, the skill of deliberately interacting with and controlling objects through selective contact. While progress spans analytic methods, model-based approaches, and large-scale data-driven learning, most…
For seven years, Wells Fargo lived with handcuffs. The 2018 Federal Reserve imposed asset cap froze the bank’s assets at ~$1.95 trillion, punishing it for governance and risk failures. While peers like Bank of America and PNC expanded balance sheets by 40%, Wells was flatlining. The cap slowed hiring, clouded strategy, and forced Wells to…
Beyond KYC: The New Battleground for Revenue Acceleration Studies show that when onboarding lag stretches into days, insurers lose up to 25% of prospective group business, as brokers and buyers drop off in frustration. And while sector-wide data specific to group onboarding drop-off is limited, insurance backlogs are well-documented to hamper growth and damage retention.…
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# Introduction
Docker has simplified how we develop, ship, and run applications by providing consistent environments across different systems. However, this consistency comes with a trade-off: debugging becomes deceptively complex for beginners when your applications — including Python applications — are running inside Docker containers.
For those new…
In the domain of multimodal AI, instruction-based image editing models are transforming how users interact with visual content. Just released in August 2025 by Alibaba’s Qwen Team, Qwen-Image-Edit builds on the 20B-parameter Qwen-Image foundation to deliver advanced editing capabilities. This model excels in semantic editing (e.g., style transfer and novel view synthesis) and appearance editing…
The last few months have been an exciting time for the Gemma family of open models. We introduced Gemma 3 and Gemma 3 QAT, delivering state-of-the-art performance for single cloud and desktop accelerators. Then, we announced the full release of Gemma 3n, a mobile-first architecture bringing powerful, real-time multimodal AI directly to edge devices. Our…