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Baidu Unlimited-OCR Deep Dive: Constant KV Cache, R-SWA, and 32K Long-Context OCR Deployment

Title: Beyond Fragmented Scanning: A Practical Guide to Baidu’s Unlimited-OCR with Constant KV Cache Does processing long PDFs crash your server’s memory? This article explores Baidu’s 2026 open-source project, Unlimited-OCR, focusing on its R-SWA attention mechanism, Constant KV Cache technology, and providing a complete SGLang deployment guide for high-concurrency 32K token parsing. Processing long documents has always been a technical nightmare. When development teams attempt to feed a fifty-page financial report or a complex technical manual into a model, server memory is inevitably overwhelmed. Engineers are often forced to write scripts to fragment the document, leading to broken tables and lost logical connections across context, followed by complex code to piece the fragmented information back together.

#ocr
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dots.tts In-Depth: A Next-Gen Open Source TTS Model Ditching Discrete Tokens

Ditching Discrete Tokens: Analyzing the Fully Continuous Architecture and Practical Tips for dots.tts, the Open Source Speech Synthesis Star Many might wonder if speech synthesis technology has reached a bottleneck in its development. Frankly speaking, a new and highly discussed face has recently appeared in the open-source community: dots.tts, released by RedNote. This model boasts up to 2 billion (2B) parameters and utilizes a Fully Continuous architecture design. This might sound a bit abstract, but in simple terms, it completely discards the commonly used discrete tokens of the past, making speech generation smoother and more natural than ever before.

#voice
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Full Analysis of Boogu-Image-0.1: 10B Open-Source AI Image Generation Model with Bilingual Text Rendering and Editing

Analyzing the Boogu-Image-0.1 Model Family: Mastering Bilingual Image-Text Generation with an Efficient Open-Source Project Explore the 10-billion parameter Boogu-Image-0.1 image generation and editing model. Understand how the Base, Turbo, and Edit variants achieve top-tier photorealistic results and dense bilingual rendering with minimal training data, while analyzing their practical applications and technical constraints. One might wonder if the development of generative AI today is completely hijacked by massive computational resources and endless data. Frankly, while many closed-source multimodal systems rely on extreme resources to stack performance, the open-source community often faces a resource inequality dilemma. This sounds unsolvable. However, the recently released Boogu-Image-0.1 project offers a completely different answer.

#image
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JD Open Sources JoyAI-VL-Interaction: How Async Dual-Loop Inference Breaks Real-time Video Interaction Latency

Say Goodbye to Lag! How JD’s Open Source JoyAI-VL-Interaction Rewrites Real-time Video Interaction Rules Explore JD Joy Future Academy’s newly released JoyAI-VL-Interaction model. Through a unique asynchronous dual-loop inference architecture, it easily solves the latency pain point of real-time visual reasoning, achieving millisecond-level human-AI video interaction. We’ve all experienced this. When you show a video to a smart assistant and ask for an immediate reaction, the system often lags. The video keeps playing, but the AI is still struggling to process the previous second of footage. Honestly, this experience is really frustrating.

#vision
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Krea 2 AI Image Generation Model Analysis: How to Break the Single Aesthetic Limitation of Midjourney and Flux?

Say Goodbye to Generic AI “Plasticity”: Krea 2 Image Generation Model Core Technology and Dual-Version Deep Dive Want to break the single aesthetic limitation of AI painting? This article provides you with a comprehensive understanding of the Krea 2 image generation model. From its 12 billion parameter MMDiT architecture and Raw/Turbo dual-version design to its rigorous training standard of zero AI synthetic data, see how this model has become the most powerful engine for creators to explore visual diversity.

#image
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Moebius Model Deep Dive: How 0.2B Parameters Break the Impossibility Triangle of Image Inpainting and Boost Inference Speed by 15x

Breaking the Impossibility Triangle: How the HUST 0.2B Moebius Model Reshapes Image Inpainting Technology Industrial-grade large model generation results are stunning, but the massive computational costs and hardware requirements are often daunting. The Moebius framework, jointly developed by Huazhong University of Science and Technology and VIVO AI Lab, achieves 15x inference acceleration with just 226 million parameters. Let’s look at how this specialized AI succeeds in counterattacking bloated general-purpose large models, allowing consumer-grade devices to easily enjoy top-tier image inpainting computing power.

#image
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Ornith-1.0 Deep Dive: How Open-source Agentic Coding Models Surpass Claude Opus?

A New Way to Code: A Comprehensive Analysis of How Ornith-1.0 Changes Open-source Agentic Coding Development Explore the Ornith-1.0 open-source model family launched by DeepReinforce. This article details its unique Self-Scaffolding technology, anti-cheating mechanisms, and how it surpasses commercial AI models with top performance to become the premier tool for Agentic Coding. Did you know? Just when everyone thought commercial closed-source AI had completely monopolized code generation technology, the open-source community quietly prepared a major counterattack. Honestly, the biggest pain point for many developers encountered today is that AI only knows how to simply complete a few lines of code, but doesn’t know how to “plan” globally.

#llm
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What is Un-0? Analyzing a New AI Architecture Using Physical Oscillators for Image Generation, Aiming for 1000x Energy Efficiency

Abandoning Traditional Neural Network Architectures? Analyzing How Un-0 Generates Images Using “Simulated Physical Oscillators,” Challenging the Vision of 1000x Energy Efficiency The AI compute crisis is becoming increasingly severe; how much further can we rely on power-hungry GPUs? The Unconventional AI team recently open-sourced the brand-new Un-0 image generation model. This technology breaks away from traditional neural network frameworks, cleverly utilizing “coupled oscillators” for physical computation. This article takes you behind its metronome-like principles and how it paves the way for future hardware energy-saving revolutions.

#image
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June 26

1 Updates
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AI Daily: GPT-5.6 Preview Released | Claude Subscription Surge | AI Agents Reshaping the Workplace | Google's Copyright Battle

AI Daily: GPT-5.6 Restricted | Claude Subscription Surge | AI Agents Reshaping the Workplace | Google’s Copyright Battle Honestly, every time I open the news, I see all kinds of technological progress. The power struggle between major companies and government agencies is becoming more and more apparent. The development of artificial intelligence is no longer limited to laboratory tests; it is truly affecting modern society’s work and life. From the White House’s regulation of top-tier models to breakthroughs in open-source technology, it is all full of unpredictable surprises. The following will guide readers through what’s happening, summarizing the major industry news you shouldn’t miss today.

#daily
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June 25

1 Updates
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AI Daily: OpenAI Jalapeño Inference Chip | GPT-5.5 Instant Upgrade | Gemini 3.5 Computer Use | Qwen-AgentWorld Language World Model | GitHub Copilot Pay-as-you-go

AI Daily: OpenAI Jalapeño Inference Chip | GPT-5.5 Instant Upgrade | Gemini 3.5 Computer Use | Qwen-AgentWorld Language World Model | GitHub Copilot Pay-as-you-go AI Tech Focus: OpenAI Launches Inference Chip and Model Upgrade, Google Assistant Officially Learns to Operate Computers Every morning, there is always something new in the tech circle. The software and hardware developments of the past few days seem to be fitted with rocket boosters. Major companies have released blockbuster updates one after another. The OpenAI team not only upgraded its most commonly used language model but also quietly joined forces with hardware manufacturers to launch a dedicated chip. Google has enabled its own AI to directly operate computers. Let’s take a look at the important focus summarized for readers today.

#daily
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June 22

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AI Daily | AI Agents, Physical Robot Dogs, GPT-5.5 Medical Alignment, Open Source Boogu-Image, and Silicon Valley Talent Mobility

AI Daily | AI Agents, Physical Robot Dogs, GPT-5.5 Medical Alignment, Open Source Boogu-Image, and Silicon Valley Talent Mobility Every day, progress in the tech world challenges our imagination. Did you know? Technical advancement waits for no one. Today’s focus goes beyond simple computing power stacking; everyone is more concerned with how these tools can naturally integrate into daily work and real life. From software agents with autonomous capabilities to models capable of controlling physical machines, every breakthrough is dazzling. That being said, let’s take a closer look at a few recent highlights.

#daily
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June 8

1 Updates
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AI Daily | Google Agentic RAG Breakthrough, Claude Chemistry Expert, Colab CLI, Gemma Extreme Shrinkage, Cohere MoE Model

Latest AI Focus Revealed: Google Agentic Architecture, Claude Chemistry Analysis, and Voice Model Leap Every morning, there is always something new happening in the tech world. Honestly, the volume of information can sometimes be overwhelming. However, the highlights compiled today are definitely worth taking some time to digest. From autonomous AI systems that can verify information to micro-models that run smoothly on thin-and-light laptops, these technologies are quietly changing the way we work and live.

#daily
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June 5

3 Updates
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AI as a Live Instrument: Analyzing Google Magenta RealTime 2's Ultra-Low Latency Music Generation

Farewell to Long Loading Bars, Welcome Live Improvisation In the past few years, large generative music models have mostly been limited to offline computing environments. Creators enter a text prompt and then stare at a progress bar on the screen. This feeling often interrupts inspiration that has finally surfaced. The essence of music creation is full of random interaction and feedback. To address this pain point, Google introduced the Magenta RealTime 2 (MRT2) model. This project breaks the previous rigid workflow. It turns cold algorithms into a virtual instrument that can be played directly on a laptop.

#music
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AI Daily | NVIDIA Long-Range Agents, ChatGPT Memory, Claude Self-Evolution, and Real-Time Music Generation Tools

From Tools to Autonomous Agents: The Deep Leap and Paradigm Shift of AI Technology in 2026 The pace of technological development never stops. If you have been following recent technical trends, you will notice that Artificial Intelligence (AI) has moved beyond the simple “question and answer” conversational framework and officially entered the era of “Agents” equipped with autonomous planning, long-term memory, self-evolution, and ultra-low latency real-time generation. Recent breakthroughs released by top R&D teams not only demonstrate powerful computing capabilities but also reflect how AI is profoundly reshaping the underlying logic of software engineering, data analysis, music creation, and knowledge management. Next, we will delve into these seemingly independent product updates and explore how they collectively drive this technical paradigm shift.

#daily
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What is Higgs Audio v3 TTS? AI TTS Technology Supporting Emotional Speech, Voice Cloning, and 100+ Languages

Hearing Real Emotions: Higgs Audio v3 TTS Teaches AI to Truly Speak What will conversations look like when AI agents no longer just read text robotically? This article introduces a new voice generation technology that supports over a hundred languages and features inline tag control. People have always hoped that machines could speak with emotion, sounding more like real humans. However, many existing text-to-speech systems always lack a bit of human touch. Their reading skills are impeccable, but they lack the soul found in real conversations. Honestly, in real-time voice chat, the rhythm and tone of speech are often more critical than just getting the words right. This is why Higgs Audio v3 TTS has sparked widespread discussion. This system breaks the traditional reading framework and is specifically tailored for voice chat.

#voice
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June 4

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AI Daily | GPT-Rosalind, Gemma 4, Ideogram 4, and Latest Windows 11 AI Developments

AI Frontiers: From Specialized Life Science Models to Autonomous PC Control The pace of evolution in the tech sector never slows. Today, artificial intelligence has moved beyond simple laboratory testing and has fully permeated various professional fields and daily consumer lives. From specialized systems solving complex biological puzzles to new interfaces allowing users to control computer system settings at will, this wave of innovation is redefining the boundaries of human-computer interaction.

#daily
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June 3

1 Updates
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AI Daily | Codex Democratization, Windows Local AI, and Claude Dynamic Workflow Analysis

Full Evolution of the AI Ecosystem: Codex Democratization, Windows Local AI Layout, and Claude Dynamic Workflow Analysis Every day, many new AI tools are launched, making it almost overwhelming. Honestly, the current technical direction has undergone a significant shift. The focus is no longer limited to how many parameters a single model has; instead, people care more about how these intelligent systems seamlessly integrate into daily office environments. Many might wonder what real benefits these seemingly profound technologies can bring to ordinary office workers or corporate teams. Here, we summarize the most representative industry trends to guide readers through the details.

#daily
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June 2

2 Updates
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AI Daily | Qwen3.7-Plus Controls Interfaces? Bernini's New Video Architecture, Mellum2 Open Sourced, and Cursor Pricing Changes

AI Focus Daily: Qwen3.7-Plus Controls Global Interfaces, ByteDance’s Bernini Refines Video Editing Logic The AI field sees stunning new progress every day. Honestly, keeping up with these technical releases can be quite a challenge. Today, we’ve rounded up some of the most influential recent technical updates, covering powerful multimodal agents, open-source video generation models, and tool billing plan adjustments and community trends closely related to developers. Let’s break down the core highlights of these new technologies and how they will impact future software engineering and content creation workflows.

#daily
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ByteDance Open-Sources Bernini: Not Just Video Editing, This AI Understands Causal Reasoning for Video Generation

Analyzing ByteDance’s Open-Source Video AI Model Bernini: A Cleverly Partitioned Architecture of MLLM and DiT The technical logic of video generation is undergoing an interesting transformation. Did you know? Past video models usually processed instruction understanding and frame generation together. This often led to wasted computing resources and even caused visual details to be lost for no reason. To solve this long-standing pain point, the ByteDance research team has brought the new Bernini Project. This is a unified video generation and editing framework that perfectly combines Large Multimodal Language Models (MLLM) and Diffusion Models (DiT).

#video
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June 1

1 Updates
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AI Daily | Developer Joy! OpenAI Codex Now Supports Windows Remote Debugging, MiniMax M3 Open-Source Weights Released: Autonomous Reproduction of Paper Experiments in 12 Hours!

Latest AI Tech Trends Revealed: From OpenAI Cross-Platform Support to Anthropic Interview Secrets The pace of AI development never stops. To be honest, keeping up with daily tech news requires some effort. Did you know? There have been several major updates recently worth paying attention to, covering upgrades to development tools, public health defense initiatives, and even hiring secrets from top tech companies. We’ve compiled a detailed list here to explore how these latest trends are changing the industry.

#daily
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