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A collaborative team from Ant Group, Zhejiang University, University of Liverpool, and East China Normal University presented ScaleOT, a novel cross-domain fine-tuning framework, at AAAI 2025. This framework achieves a 50% improvement in privacy protection and a remarkable 90% reduction in computational cost compared to knowledge distillation, without compromising model performance. ScaleOT offers a highly efficient and lightweight solution for cross-domain fine-tuning of billion-parameter models. The innovative nature of the paper secured it an oral presentation at AAAI.

Coca-Cola recently announced that it has used artificial intelligence technology to remake its classic 1995 advertisement 'Holidays Are Coming.' This bold move makes Coca-Cola one of the first large companies to produce a television commercial entirely through AI. To achieve this, they collaborated with three AI studios to create different versions of the ad, which will be broadcast on television, streaming platforms, and global digital video. Video stills feature Coca-Cola's global generated AI.

At the 2024 XPENG AI Tech Day event, XPENG Motors launched its latest AI robot — Iron. This robot has attracted wide attention due to its advanced technology and humanoid structural design. Standing 178 cm tall and weighing 70 kg, the XPENG AI robot Iron boasts 62 active degrees of freedom, allowing it to flexibly perform a variety of tasks.

Google is expanding the 'Help me write' feature to the web version of Gmail, allowing users to craft or refine emails using Gemini AI. Similar to the mobile version, users will see prompts to use this feature when opening a blank draft in Gmail. However, it is important to note that the 'Help me write' feature is not available to everyone; it is only accessible to subscribers of Google One AI Premium or those with Gemini W.

Recently, Canva introduced a series of brand new AI features, the most notable being its image generation tool - 'Dream Lab'. This tool was launched after Canva acquired the generative AI startup Leonardo.ai and utilizes Leonardo's Phoenix model (just don't confuse it with Adobe's Firefly AI). Users can now generate images in various styles simply by describing them, such as

Online design platform Canva has announced its plan to acquire Australia-based generative AI content and research startup Leonardo.ai, as part of its goal to build a 'world-class visual AI toolkit.' While the financial terms of the deal have yet to be disclosed, Canva will gain access to a range of user-customizable text-to-image and text-to-video generators from Leonardo.ai.

Canva has announced the acquisition of generative AI art content startup Leonardo.ai through a combination of cash and stock, aiming to enhance its investment in AI technology. The 120 employees of Leonardo.ai will join Canva and continue to operate independently, focusing on innovation and R&D. Leonardo.ai will leverage Canva's resources to accelerate its development while maintaining its current tools and solutions. Canva plans to integrate Leonardo.ai's technology into its Magic S.

PaddleOCR v2.8.0发布，集前沿技术、优化项目结构、解决历史问题与增强性能于一体，树立OCR领域新标准。版本亮点包括冠军算法SVTRv2与SLANet-LCNetV2，优化算法及更新，修复关键问题，引入符合PEP518规范的教程站点。感谢社区支持，PM成员与贡献者功不可没。开发者可通过访问项目地址【https://github.com/PaddlePaddle/PaddleOCR】获取更多资源与信息。

Meta announced the release of four new AI models and other research achievements at Meta FAIR, as part of its commitment to fostering an open ecosystem. These releases aim to inspire community innovation and advance AI in a responsible manner.

Recently, Meta quietly released six research achievements that bring new applications and technological breakthroughs to the field of AI. These include a multimodal model, a text-to-music generation model, audio watermarking technology, datasets, and several other projects. Let's take a closer look at these research achievements.

Galileo has recently launched a new tool aimed at helping enterprises develop trustworthy artificial intelligence solutions. The new tool, named Retrieval-Enhanced Generation and Agent Analysis Solution, tackles complex RAG systems. The tool incorporates advanced insights and metrics, providing visibility into every stage of the RAG workflow, enabling rapid assessment and error detection. Galileo's tool transforms the AI development process, making AI applications more efficient and reliable, aligning with the future commercialization trends of AI.

Researchers from Stanford University have proposed a low-cost holistic teleoperation system named Mobile ALOHA for collecting data on holistic teleoperation. Mobile ALOHA extends the capabilities of the original ALOHA by placing it on a wheeled base, giving it mobility. The researchers utilized a static ALOHA dataset for imitation learning, achieving good performance in mobile operation tasks through pre-training and joint training. This study addresses tasks that require holistic teleoperation on a daily basis.

Galileo Lab launches new metrics to help improve the accuracy of generative AI. OpenAI GPT-4 has a 23% tendency for hallucination in basic question-answering tasks. The new metrics from Galileo Labs include correctness and contextual consistency. These new tools can help businesses test and mitigate hallucination issues in AI implementations.