SoCity DAO Weekly Report 240326 #

Smart Contract Updates #

Blockchain Discord Bot Research: Initiated research on developing a Discord bot with blockchain capabilities and smart contract integration.

Governance Token Regulation Research: Listing tokens in the USA typically requires a third party, varying by state regulations.
Dework Platform Development: Building has begun for a reputation score system; smart contract recruitment postings are now supported.

Community Platform Selection: Assessing Telegram versus Discord, with the final decision based on interviews with users or experts.
Podcast Planning: Compiled a list of topics and identified potential speakers for future episodes.

API Deployment: Utilization of MIT Sandbox credits for AWS and Google Cloud, with a preference expressed for AWS due to its stability.
Front-end Development: Completion confirmed.
TMC Algorithm Module Integration and Testing: Ongoing packaging of the module with some bugs encountered;

Deployment Decision: Edge computing selected for deployment, contingent on a 5MB size constraint.
LSTM Model Exploration: Achieved 80% accuracy with the inclusion of a dropout rate; requires further parameter tuning.
Classification Update: Transitioned from interval to rolling window classification.
Result Enhancement: Planning to apply filtering/smoothing techniques such as Gaussian filtering.
Data Visualization Goal: Targeting to export model output as geojson format for enhanced data visualization.

First Round of ToC Interview: Completed the initial round of interviews targeting consumers.
Preparation for Iteration & Second Round of ToC Interview: Initiating preparations for the next phases of consumer interviews.
Preparation for ToB Interview: Focusing on identifying potential business connections for upcoming interviews.