Tag: multimodal ai model

Learning Modern Artificial Intelligence with PyTorch Kim Tae-hun | Hanbit Academy July 3, 2026 Why We Recommend This Book Readers can study the core theories of modern deep learning, from the fundamentals of neural networks to transformers and LLMs, implement them directly in PyTorch, and grow into an AI engineer with a practical focus through a personalized voice assistant project. View Details “I’ve built a few services with the LLM API. But I don’t know

A unified multimodal model can both see images and generate them. So, can it, like a human, inspect its own work after generating it, identify problems, and then make revisions?Researchers from Nanyang Technological University, Shanghai Jiao Tong University, and the University of Tokyo have provided a positive answer. They introduced UMM-Reflection, using reinforcement learning to train complete multi-turn “reflection–revision” trajectories on the open-sou

Editor | Shan HuiAfter OpenAI, Anthropic is also starting to steal the spotlight from robotics companies.Today, Anthropic released its new model, Claude Fable 5.2. In addition to the usual upgrades to its coding and reasoning capabilities, there is one rather unexpected highlight this time: Claude has started solving Rubik’s Cubes, twisting bottle caps, and even controlling robots to draw.Not long ago, OpenAI’s Astra had already shown off its abilities on

Included in your Disrupt pass, which you can currently save $100 on, plus 50% off a second, you’ll have the opportunity to take part in a series of interactive, deep-dive roundtables, where you’ll join founders, investors, operators, and industry experts tackling the same challenges you are. Bring your questions, share your experience, and get practical perspectives on everything from fundraising and AI to hiring, enterprise software, physical AI, and scal

Google's new AI mode for search might turn the Web into a World Wide Wasteland Matthias Bastian View the LinkedIn Profile of Matthias Bastian May 2, 2025 Midjourney prompted by THE DECODER AI News Without the Hype – Curated by Humans Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section. Subscribe now { "@context": "https://sche

The new model, which leverages 816 billion parameters and a 1 million token context window, claims to offer superior performance to other popular open-weight models, according to evaluation results released by Meta on Thursday. Muse Spark Open is natively multimodal and built for complex coding tasks and agentic labor. It has also been designed to run locally on Apple’s computers. However, you will still need a lot of power to run the model locally, with a

The model, Glimpse, is launching as a research preview with API access and a chat interface. The thesis? Today’s AI models, for all their skill with language and code, still can’t really see. Most multimodal models look at an image once, convert it to tokens, and then reason about it in text — like describing a photo from memory. Glimpse keeps going back to the source. Mid-reasoning, it can crop into a region, pull specific frames from a video, or run code

Genie 4 is Google’s latest move to stay ahead in the crowded field. Google released its predecessor, Genie 3, as a research preview a little over a year ago. Aside from being far more photorealistic and featuring audio, Genie 4 allows for free-form edits, like changing the weather or camera angle in real time or adding new people or objects. It can maintain a consistent scene for up to two minutes, double its predecessor’s limit, and offers better physics

The true level of domestic RSI: No one dares actually modify model weights, but everyone is changing the "machine for building AI." Author | Gao Yunyi Editor | Cen Feng RSI, or AI building AI, has become an internal scorecard that model companies compete to show off in 2026, and one of the hottest directions in China's primary market. As long as a BP includes the word "Self-Training," its valuation is at least 20 percent higher.But true RSI is not just AI

Reported by Synced In multi-stage reasoning, local misjudgments can become premises for subsequent judgments and continue to influence later steps. This problem is particularly prominent in empathetic speech dialogue: perception, psychological-state inference, and response generation are closely interconnected, and early biases may ultimately lead to misunderstandings of the speaker’s needs and inappropriate responses. Even if the subsequent analysis is lo

Zhidx (WeChat public account: zhidxcom) Author | ZeR0 Editor | Moying Zhidx reported on November 5 that the second International Engineering Intelligence Conference of the 2026 World Laureates Forum was held recently. At the conference, Tao Mei, a foreign member of the Canadian Academy of Engineering and founder and CEO of Zhixiang Yuanyi (HiDream.ai), delivered a speech proposing the construction of agentic omnimodal world models (Agentic Omnimodal World

Muse Teardown: How the Same Claw Core Can Interact with People in a Different Way. Author |Rhea Editor | Li Na, Cen FengAround September 20, a post was widely shared on X. AI app co-founder Ansh Nanda asked Meta’s newly launched personal agent, Muse, why its system files were almost identical to those of the open-source project OpenClaw. He captioned the screenshot with the commentMuse is LITERALLY OpenClaw for normies. Muse is simply OpenClaw for ordinary

In 2004, Zhang Yimou captured an unforgettable water-sleeve drum dance in *House of Flying Daggers*. (Leifeng Network (official account: Leifeng Network)) The dancer portrayed by Zhang Ziyi stood at the center of a drum formation. Leaping and spinning to the music, she sent two long water sleeves billowing through the air, sometimes tracing immense arcs and sometimes whipping them toward the drums surrounding her. The performer's movements, the trajectory

Wen Le reporting from Aofeisi QbitAI | WeChat Official Account Hunyuan Hy4 has officially submitted its final answer! This time, Tencent came out swinging, making its ambition unmistakable:joining the ranks of the strongest open-source models. With 770B total parameters and 49B active parameters, it introduces native visual capabilities for the first time and supports computer operation for the first time. Instruction following, long-text comprehension, an

November 5: Alibaba Releases the “2026 AI for Good Action Report” On November 5, Alibaba released the “2026 AI for Good Action Report,” revealing its latest efforts to develop responsible AI and use AI to create social value. The report presented 26 cases spanning education, healthcare, environmental protection, scientific research, and other fields. Sustainable data center development and the achievements of “AI + healthcare” innovation attracted consider

We’ve created GPT-4, the latest milestone in OpenAI’s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, emitting text outputs) that, while less capable than humans in many real-world scenarios, exhibits human-level performance on various professional and academic benchmarks.