TruLens Hackathon

Check out your inbox for the email with useful links and instructions to start your journey!

Kick-Off Email!

Q&A Session on Discord

Time is up! Submit your prototypes and remember, with your submission, you are able to join the Main Challenge and improve your solution over the global TruEra Challenge with Google Vertex AI!

Submission Deadline!

Enhance your submission for the TruEra Challenge: Build LLM Applications, compete for cash prizes, and integrate the partner's technologies into your project!

Enroll and create your team with the link - https://lablab.ai/event/truera-challenge-build-llm-applications

Join the Main Challenge!

MindShield: An AI-Assisted Firewall for Cognitive Integrity.

MIND INTERFACES

Mind-Interfaces

AarifAli110

harisellahi

Ahmad Jajja

TruLens-MindShield
      
An AI-Assisted Firewall for Cognitive Integrity.
     
Overview

Problem Statement: Address the issue of cognitive manipulation and the algorithmic promotion of toxicity in social media and other digital platforms.

Tool Utilization: Employ TruLens-Eval for real-time evaluation of content and TruLens-Explain to provide insight into why certain content is deemed manipulative or toxic. Use TruEra for fine-tuning and ensuring the model performs at its peak capabilities.
Innovation

Technical Feasibility: Create a browser extension or app that integrates with social media platforms to provide real-time filtering and explanations.

Unique Features: The system will include a user-customizable dashboard to set personal filters for what kinds of content they wish to be shielded from.

Why It's Unique

Gap Analysis: There is a lack of tools aimed specifically at protecting users from manipulative or emotionally charged content.

Transparency Factor: TruLens-Explain will provide users with the rationale behind the filtering decisions, offering transparency and control.
Where It Has Potential

Real-world Relevance: The pervasive influence of toxic and manipulative content is a pressing issue in today's digital landscape.

Tool Efficacy: The project aims to fully utilize TruLens and TruEra for real-time evaluation and fine-tuning.

Performance Metrics: Success would be evaluated based on user satisfaction and the ability to accurately filter and explain problematic content in real-time.

MindShield aims to offer users a protective layer against the cognitive hazards of the digital world, from outrage mobs to manipulative bots. By providing both a real-time filter and transparent explanations for its actions, it addresses many of the concerns faced online, making it a relevant and potentially impactful project.

MindShield aims to offer users a protective layer against the cognitive hazards of the digital world, from outrage mobs to manipulative bots by providing both a real-time filter and transparent explanations for its actions.

"MIND INTERFACES team on TruLens Hackathon Hackathon"

Team Idea

Submission