Ever heard of HappyHorse-1.0?

Hi ,

Alibaba just revealed it's behind HappyHorse-1.0 — the anonymous AI video model dominating global leaderboards.

Appeared on Artificial Analysis around April 7 with no branding. Climbed straight to the top of blind-test rankings for text-to-video and image-to-video generation.

Confirmed Friday via a newly created X account. Part of Alibaba's ATH AI Innovation Unit. Still under development.

Alibaba stock closed 2.12% higher on the news. Had already risen 6.75% Wednesday on speculation alone.

OpenAI exited video generation with Sora. ByteDance paused Seedance 2.0 over copyright disputes. Alibaba just stepped into the gap.

Today's prompt captures a founder's voice so well nobody can tell the difference. While Marketing Monday covers how to activate the silent majority on your email list. Then what Alibaba's mystery video model means for the global AI race.

🔥 Prompt of the Day 🔥

Founder-Led Content Ghostwriting Framework: Use ChatGPT or Claude

Create one authentic voice capture system.

"Act as a ghostwriter. Create one voice-capturing system for writing content as [FOUNDER/EXECUTIVE] that sounds unmistakably like them.

Essential Details:

• Founder Industry: [EXPERTISE AREA]

• Voice Samples: [EXISTING CONTENT]

• Content Volume: [POSTS PER WEEK]

• Personality Traits: [VOICE MARKERS]

• Opinion Strength: [HOW BOLD]

• Platform Focus: [WHERE IT POSTS]

Create one ghostwriting system including:

• Voice analysis extraction prompts

• Opinion bank documentation

• Phrase and vocabulary library

• Story interview framework

• Draft review checklist

• Founder approval workflow

Write as them, not for them."

Variables:

FOUNDER/EXECUTIVE: Who you're writing for

EXPERTISE AREA: Their industry and topic focus

EXISTING CONTENT: Samples to analyze for voice patterns

VOICE MARKERS: What makes their communication style unique

HOW BOLD: How strong their opinions typically are

WHERE IT POSTS: LinkedIn, Twitter, newsletter, or all three

Why This Works:

Generic ghostwriting sounds like everyone else. Voice capture makes content sound like the founder wrote it themselves. AI analyzes existing content for patterns. Builds a phrase library. Documents opinions. Creates a review workflow. Content that sounds authentic converts better than content that sounds polished.

💡 Marketing Monday 💡

Lurker Activation

Your email list is full of people reading everything and doing nothing.

Most marketers ignore them. That's a mistake.

The Problem

You have subscribers who open every email. Click nothing. Buy nothing.

You assume they're not interested. You're wrong.

They're interested. They're just not ready for a big ask.

Every big CTA feels like too much commitment. So they do nothing. Every time.

Why Lurkers Stay Silent

Your calls to action are designed for buyers.

Book a call. Join the program. Buy now.

Lurkers aren't buyers yet. They're watchers. They need a smaller door.

The Solution

Create a no-commitment CTA specifically for them.

Not buy this. Not book a call.

Something embarrassingly easy. One click. No strings attached.

What Works

Yes/no question embedded mid-email. Breaks the silence with zero pressure.

A poll about their biggest challenge. One tap. Feels like conversation not commerce.

A quiz that diagnoses their problem. Gives value before asking for anything.

A free tool or resource that takes one click to access. No form. No email required.

Why This Works

First click breaks the pattern. Lurker goes from passive to active.

Now you have behavioral data. You know what they clicked. What they care about.

Next email is targeted to that interest. Conversion probability goes up significantly.

Track Before You Ask

Monitor click behavior for two to three emails before making a bigger ask.

Build a picture of what each lurker cares about. Then send the right offer at the right time.

Segment lurkers who clicked from lurkers who still haven't. Different next steps for each.

What To Do

Pick one lurker segment from your list. People who open but never click.

Write one email with a single yes/no question or one-click poll.

Track who responds. Tag them based on their answer.

Follow up with targeted content based on what they told you.

Keep the next ask one step bigger. Not ten steps bigger.

Lurkers become buyers when the door opens the right way.

Did You Know?

AI-powered ambient documentation tools are now deployed across hundreds of health systems worldwide — automatically transcribing doctor-patient conversations and drafting clinical notes, freeing physicians from hours of daily paperwork and measurably reducing burnout.

🗞️ Breaking AI News 🗞️

Alibaba Reveals It's Behind HappyHorse — The Mystery AI Video Model Taking Over Leaderboards

Alibaba just stepped out of the shadows.

HappyHorse-1.0 confirmed as part of Alibaba's ATH AI Innovation Unit. Still under development.

Debuted anonymously around April 7. Climbed straight to the top of global blind-test rankings for text-to-video and image-to-video generation within days.

How It Started

No branding. No announcement. Just a model that appeared on Artificial Analysis and started winning.

Sparked immediate speculation online. Was it Tencent? An independent lab? A stealth startup?

Developers revealed the answer Friday via a newly created X account. Alibaba confirmed to CNBC the post was genuine.

Why Anonymous

Blind-test rankings remove brand bias entirely.

A model wins on performance alone. No reputation. No marketing. No name recognition.

HappyHorse-1.0 topped both text-to-video and image-to-video categories without anyone knowing who built it.

That's a strong signal the performance is real.

The Competitive Context

OpenAI recently shut down Sora. Cited strategic shift toward coding tools, enterprise clients, and AGI development.

ByteDance paused Seedance 2.0 rollout following copyright disputes with Hollywood studios and streaming platforms.

Two major competitors stumbled at the same time. Alibaba walked straight into the gap.

Alibaba's AI Push

CEO Eddie Wu has made AI the overriding priority across Alibaba's entire business.

Already integrated AI models into e-commerce, advertising, and entertainment products.

HappyHorse-1.0 could follow the same path — embedded across Alibaba's product ecosystem.

Why This Matters

Chinese AI is competing at the top of global benchmarks. Anonymously. And winning.

For the AI video market: OpenAI out. ByteDance paused. Alibaba now leading leaderboards.

For Western AI companies: The competition isn't just domestic anymore. It never was.

For Alibaba: A top-ranked video model adds serious weight to its AI portfolio and enterprise ambitions.

For the broader market: Anonymous benchmark debuts are becoming a strategy. Performance speaks before brand does.

What This Means

If you follow AI video tools: HappyHorse-1.0 is worth watching. Top of leaderboards with more development still to come.

If you build on AI video APIs: Alibaba entering this space means more options and more competition on price and quality.

If you watch the US-China AI race: Alibaba just reminded everyone the gap is closing fast.

The mystery model wasn't a mystery for long. And what it revealed is significant.

Over to You...

Alibaba won without anyone knowing it was them.

What does that tell you?

Reply and share your take.

Jeff J. Hunter 
Founder, AI Persona Method | TheTip.ai

P.S. Want to turn AI Agents into a consulting offer? Book your AI Certified Consultant strategy 👉 here.

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