---
# System prepended metadata

title: 3rd blog post title placeholder

---

# 3rd blog post title placeholder

## Working References

- Presentation: https://hackmd.io/st_-z9tlTwWsUyh94bg5Ag


## What's on our head

- Describe in a sum the research plan
- Describe the optimality gap
- Describe the rewiring problem
- Describe attack vectors and how they relate with the optimality gap

## What we did

- Implementation of the research plan
- The openness feedback loop: pushing Open Source while doing Open Science for a Open Source platform
- Optimality Gap issues
- A/B testing attack vectors

## What we have learned

- Optimality Gap is promising for detecting Attack Vectors
    - Put results for far about optimality gap
- Quadratic Funding is also algorithmically Quadratic Complex
    - Talk about performance issues
- Community engagement is more than a win-win: it is a whole multiplicative factor
    - Put impressions about the open session here

## What we are going to do now

(TBD until Mon)
- Improve QF performance through a Linear Algebra approach
    - This allows us to use GPUs and create highly optimized versions of the calculations that could increase the scale in biwildering scales. Things that take a hour could take seconds or even milisseconds.
    - Impacts to Gitcoin Ops
- Attack Vector research
    - Front 1: pattern-detecting
    - Front 2: discovering more patterns
    - Front 3: bootstrapping the optimization problem