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Tencent Cloud Big Data Compute Intelligence: A Converged Paradigm from Structured SQL to Multimodal AI Workloads
At the AI Industry Application Summit on June 5, Tencent Cloud Big Data introduced the "Four-Dimensional Upgrade" of its AI-Native Data Foundation—System Intelligence, Compute Intelligence, Data Intelligence, and Storage Intelligence. Compute Intelligence is defined as a converged paradigm shifting from structured SQL to multimodal AI workloads: via unified CPU and GPU resource scheduling, the data platform supports both traditional SQL analytics and natively runs AI workloads such as training, inference, RAG, and agent orchestration. This article focuses on the productized implementation of the Compute Intelligence layer through engines including Meson, Xpark, TCRay, and ES.
Views: 63
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Dual Engine Integration of Model & Network: Tencent RTC x Inworld AI Redefines Global Real-Time Human-Like Voice AI Experience
In June 2026, Tencent Cloud announced a strategic partnership with Inworld AI, a world-leading voice AI research lab. The collaboration deeply integrates Inworld AI’s top-ranked text-to-speech (TTS) models with Tencent RTC enterprise-grade global infrastructure. Developers can directly access Inworld TTS in the Tencent RTC console and SDK to build emotionally intelligent real-time voice AI applications. Empowered by Tencent RTC’s low-latency global network, the partnership forms a one-stop closed-loop solution for prototype development and global commercial deployment, empowering AI companions, enterprise voice agents, interactive entertainment and more scenarios worldwide.
Views: 215
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Cube Sandbox v0.3.0: A Time Machine and a Cloning Booth for Your AI Agents
A month ago Tencent Cloud open-sourced Cube Sandbox, a microVM-isolated runtime for AI agents. Today's update lands the trio we're most excited about: snapshot, clone, rollback — essentially a time machine and a clone trick for your agent.
Views: 429
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Breaking Language Barriers for Global Deployment: Tencent RTC x Soniox Strategic Partnership Empowers Enterprise-Grade Multilingual Speech AI
The integration of Soniox’s high-accuracy, low-latency STT technology with Tencent RTC’s global transmission infrastructure reduces full-link latency, delivering a complete end-to-end solution for enterprises deploying conversational AI worldwide.
Views: 255
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Smart Erase for Global Distribution of Short Dramas and E-commerce
Tencent Cloud Media Processing Smart Erase is an AI-powered video element removal solution built on Latent Space Transformer. It enables blurring, mosaicking or seamless removal of logos, hardcoded subtitles, faces and license plates in video frames. Adapted for short dramas, short videos, cross-border e-commerce and independent media studios, it supports subtitle OCR translation, AI dubbing localization and automated batch processing for compliant global content distribution.
Views: 46
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Diffusion Transformer (DiT) for Video Quality Enhancement and Super-Resolution in Live Streaming
Tencent Cloud Diffusion Transformer (DiT) live video enhancement is the industry’s first DiT-based AI visual solution deployed in real-time live streaming, launched in February 2026. It breaks the limitations of traditional CNN and GAN models, supporting artifact removal, 120FPS frame interpolation, real-time 4K super-resolution, face/text ROI enhancement and SDR-to-HDR color optimization. Powered by Causal DiT, rolling cache, VAE knowledge distillation and one-step diffusion acceleration, meeting strict low-latency live streaming standards. Integrated with pixel-level and semantic-level LoRA, it supports dynamic multi-scene quality adjustment.
Views: 69
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Innovations of H.266 in Live Streaming
Tencent’s proprietary real-time H.266 encoder leverages AI-driven innovation to overcome H.266’s computational barriers, converting 50% theoretical bitrate savings into tangible commercial value. It balances cost reduction and experience enhancement, providing a no-compromise path for global live platforms to scale ultra-HD streaming efficiently.
Views: 41
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Tencent Cloud & CCSA TC601 unveil white paper on converged big data platform innovation for the Data+AI era
On May 20, Tencent Cloud and CCSA TC601 jointly released the Big Data Platform Convergence & Innovation in the Data+AI Erawhite paper at the Beijing China World Hotel. Authored by Xu Xiaomin and Yan Shu, the report details TBDS's three-layer architecture and its implementation in key sectors.
Views: 226
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Ecosystem Collaboration: Tencent RTC and Stream Partner to Accelerate Real-Time Multimodal AI Agent Deployment
Tencent RTC is Vision Agents official edge transport plugin, enabling efficient real-time multimodal AI agent development/deployment. With Tencent RTC’s 3,200+ nodes, sub-300ms latency, AI noise suppression and weak-network resilience, it enables low-latency cross-regional communication (no plugin changes) for complex Asian networks, solving multimodal AI pain points and accelerating deployment.
Views: 270
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Tencent Cloud and Fudan University Propose CYANSQL: A Clustering-based Test-Time Scaling Method to Enhance Complex NL2SQL Generation
Tencent Cloud Big Data, in collaboration with Fudan University, proposes the NL2SQL solution CYANSQL, boosting the recall rate to 87.22%. The associated research paper has been accepted by ICDE 2026, a premier international conference in the data and data management field.
Views: 252
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Tencent Cloud HDFS is Now Available Globally: Enterprise-Level Distributed File Storage for the Cloud Era
Tencent Cloud HDFS is a fully managed, cloud-native distributed file system built to serve the demanding requirements of enterprise big data analytics. It exposes the standard HDFS protocol, which means your existing Hadoop-based applications, pipelines, and tools connect to it exactly as they would connect to an on-premises HDFS cluster—no code changes, no adapter layers, no compatibility shims. See CHDS's key capabilities\use cases and more...
Views: 152
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Tencent Cloud's Big Data Global Expansion Practice: A Unified Architecture Powering Global Data Platforms for Multinational Enterprises
This article takes a global enterprise that has deployed over 10 big data clusters across four countries as an example, sharing the key challenges and solutions in building a transnational data platform.
Views: 2281
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Tencent Cloud Big Data Compute Intelligence: A Converged Paradigm from Structured SQL to Multimodal AI Workloads

Dual Engine Integration of Model & Network: Tencent RTC x Inworld AI Redefines Global Real-Time Human-Like Voice AI Experience

Cube Sandbox v0.3.0: A Time Machine and a Cloning Booth for Your AI Agents

Breaking Language Barriers for Global Deployment: Tencent RTC x Soniox Strategic Partnership Empowers Enterprise-Grade Multilingual Speech AI

Smart Erase for Global Distribution of Short Dramas and E-commerce

Diffusion Transformer (DiT) for Video Quality Enhancement and Super-Resolution in Live Streaming

Innovations of H.266 in Live Streaming

Tencent Cloud & CCSA TC601 unveil white paper on converged big data platform innovation for the Data+AI era

Ecosystem Collaboration: Tencent RTC and Stream Partner to Accelerate Real-Time Multimodal AI Agent Deployment

Tencent Cloud and Fudan University Propose CYANSQL: A Clustering-based Test-Time Scaling Method to Enhance Complex NL2SQL Generation

Tencent Cloud HDFS is Now Available Globally: Enterprise-Level Distributed File Storage for the Cloud Era

Tencent Cloud's Big Data Global Expansion Practice: A Unified Architecture Powering Global Data Platforms for Multinational Enterprises

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