# $CYS Catalyst Posts & Social Intelligence Recap — March 16, 2026

> **Asset:** $CYS  
> **Date:** 2026-03-16 (March 16, 2026)  
> **Canonical URL:** https://cryptitalk.com/tokens/cys/2026-03-16  
> **Token Profile:** https://cryptitalk.com/tokens/cys.md  
> **Market Rankings:** https://cryptitalk.com/rankings.md  

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## Curated Viral Posts & Community Evidence


### Post #1 by @cysic_xyz
> **Author:** Cysic ([@cysic_xyz](https://x.com/cysic_xyz))  
> **Metrics:** 4 likes · 0 retweets · 1 comments · 208 views  

> **Posted:** 2026-03-16T23:02:07+00:00  


> **Source Link:** [https://x.com/cysic_xyz/status/2033680237612118268](https://x.com/cysic_xyz/status/2033680237612118268)  


> 
> "2/ Part I: Replacing HAL

Most ZK provers rely on HAL, where prove() hides the full proving pipeline, making global optimization, GPU scheduling, & protocol auditing difficult.

Our solution is graph-first proving.

The entire pipeline becomes an explicit computational graph."


### Post #2 by @cysic_xyz
> **Author:** Cysic ([@cysic_xyz](https://x.com/cysic_xyz))  
> **Metrics:** 3 likes · 0 retweets · 1 comments · 133 views  

> **Posted:** 2026-03-16T23:02:10+00:00  


> **Source Link:** [https://x.com/cysic_xyz/status/2033680249616306503](https://x.com/cysic_xyz/status/2033680249616306503)  


> 
> "3/ Part II: The data

We benchmarked Venus – our graph-first backend on ZisK 0.15 – using cudaGraph to run the proving pipeline as a scheduled graph.

Result: ~9–12% faster proving on RTX 5090.

Since the prover is a graph, the same architecture compiles across GPU → FPGA →"




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