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Budgeting AI Video by the Second: A Campaign Planning Template

Producers and marketing leads planning AI video campaigns need a budget that survives the client call, yet Wan3.

Johnny Mai October 7, 2026

Wan3.0 vs. Wan3.0-Prime: Speed, Price, and Which One Your Workflow Needs

Every video team on Alibaba Cloud Model Studio now faces a model choice: run Wan3.0 on wan3.0-video, or pay more for wan3.

Johnny Mai October 7, 2026

How a Video Team Runs Wan3.0 in Production: Pipeline, Review Gates, Reliability

Every marketing ops lead moving Wan3.0 into a monthly delivery commitment faces the same question: how do you turn a model that can make the final cut...

Johnny Mai October 7, 2026

How to Prioritize AI Use Cases Before 2027: Six Types and One 2x2

Every strategy and PMO director writing the 2027 plan faces the same backlog: ideas from every function, all labeled AI, with no common unit.

Johnny Mai October 7, 2026

Prompt, RAG, or Fine-Tune? A Decision Guide Priced in Dollars

Every AI engineering lead with failing answers faces the same budget call: fix them with a better prompt, retrieval, or a fine-tuned Qwen model on Ali...

Johnny Mai October 7, 2026

Should This Workflow Be an Agent? A Three-Question Test Before You Build

Operations and product leaders are probably holding two kinds of agent requests: one to agentify a process that already works, one from a team drowning in exceptions.

Johnny Mai October 7, 2026

LLM Token Pricing 101: What a Token Costs and How to Forecast the Bill

Every FinOps lead and engineering manager running Qwen on Alibaba Cloud Model Studio faces the same budget question: what will each workload actually ...

Johnny Mai October 7, 2026

Model Routing Explained: Send Each Request to the Cheapest Model That Passes

Every platform team serving Qwen at volume faces the same choice: send every request to the flagship, or route each one to the cheapest model that pas...

Johnny Mai October 7, 2026

Open Weights vs. Managed API: Which Qwen Deployment Fits a Regulated Enterprise?

Every regulated enterprise running AI faces the same question: run Qwen open weights on infrastructure you control, or call Qwen through a managed API...

Johnny Mai October 7, 2026

Alibaba Cloud ESA at Apsara 2026: The Full Edge-for-AI Lineup - Seven Shipped Capabilities and Four Stage Directions, Under Three Pillars

ESA at Apsara 2026: eleven capabilities - seven shipped, four from the conference - grouped under AI acceleration, AI security, and agent runtime.

Bryan, Zhang October 7, 2026

ESA Unlocked: Access Optimization for Chinese Mainland — Serve Chinese Visitor from an Overseas Origin

Fast mainland China access from an overseas origin: ESA Access Optimization routes users without ICP, no local build-out.

Bryan, Zhang October 5, 2026

When AI Transitions from 'Conversation' to 'Collaboration,' Who Will Manage the Working Memory of Millions of Tokens?

This article introduces Mooncake, a KVCache infrastructure designed to eliminate memory and latency bottlenecks in multi-agent LLM inference.

OpenAnolis September 30, 2026

Model Studio Gateway in Practice: Using RocketMQ LiteTopic to Cut the Throttling Ratio by 10×

This article explains how Alibaba Cloud's Model Studio gateway rebuilt its throttling system with RocketMQ LiteTopic.

Alibaba Cloud Native Community September 30, 2026

Let AI Agents See the Business as It Happens — Alibaba Cloud EventHouse Now Generally Available

This article introduces Alibaba Cloud EventHouse, a serverless event lakehouse enabling real-time, governed data access for AI Agents.

Alibaba Cloud Native Community September 30, 2026

Project & Discussion: Where Humans and Agents Work Together

Talk where you work. Your agents are already in the room.

Alibaba Cloud Community September 30, 2026

Meet Autumn 2026 Alibaba Cloud MVPs

We are proud to announce the members of the Autumn 2026 Alibaba Cloud MVP.

Alibaba Cloud Community September 29, 2026

Alibaba Cloud's AI Storage Portfolio: Five Purpose-Built Solutions from Apsara 2026

Alibaba Cloud announced five purpose-built storage products at Apsara 2026 — KVCacheStore, OSS Tables, CPFS, AgenticFS, and enhanced EBS — each target.

Justin See September 29, 2026

Alibaba DAMO Academy Unveils New AI Models to Advance Cancer Diagnoses

Alibaba DAMO Academy has unveiled a new AI model designed for the early detection of esophageal cancer (EC) in Nature Medicine, named DAMO EAGLE.

Alibaba Cloud Community September 29, 2026

Forward Deployed Engineering Using Alibaba Cloud

It is crucial to distinguish the Forward Deployed Engineer from the traditional Solutions Architect (SA) within Alibaba Cloud or it's partners and customers.

ferdinjoe September 28, 2026

Alibaba Group Honored by Fortune's 2026 Change the World List for Bringing AI to Those in Need

Alibaba Group has been named to Fortune's 2026 Change the World list for expanding AI access for the underserved consumers and SMEs, marking its eighth appearance on the list.

Alibaba Cloud Community September 28, 2026
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