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![_AlbertAlan Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::936831203872718849.png) Albert Alan [@_AlbertAlan](/creator/twitter/_AlbertAlan) on x 2917 followers
Created: 2025-07-12 21:22:41 UTC

Dear $CLOV, $ELV, $CNC, $ALHC, $UNH, $MOH, $CVS, $OSCR and $HUM Investors, 

Waymo built modular ML with maps, LiDAR, and rules. Tesla skipped that—training a unified neural net with vision + 10M miles/day of real-world data.

Now apply that to healthcare.

Clover Health started with modular ML too—just like Waymo. But today? It's Tesla.

On March 3, 2025, Clover's Counterpart Assistant integrated with Google Cloud’s Vertex AI Search—unlocking comprehensive clinical insight across 100+ patient data sources. That’s not just access. That’s synthesis.

This shift from siloed machine learning modules to a unified, real-time LLM-powered neural architecture puts Clover years ahead—just as Tesla outpaced handcrafted AV stacks.

While others still wire up faxes, Clover is already layering generative AI over real usage data. Their edge isn’t just technical—it’s operational.

The first managed care org built like a tech company, led by a computer scientist CEO.

Healthcare’s Tesla is here. And it’s called Clover.

![](https://pbs.twimg.com/media/Gvr9NovW0AAePe5.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1944145412241391958/c:line.svg)

**Related Topics**
[coins ai](/topic/coins-ai)
[realtime](/topic/realtime)
[clover](/topic/clover)
[coins healthcare](/topic/coins-healthcare)
[realworld](/topic/realworld)
[neural](/topic/neural)
[$hum](/topic/$hum)
[$cvs](/topic/$cvs)

[Post Link](https://x.com/_AlbertAlan/status/1944145412241391958)