Haris Ellahi@harisellahi

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.

Radio Imaging and MusicGen AI, a pioneering Custum GPTs crafted for radio producers and music creators! This GPTs is a creative assistant both in audio and music production, harnessing the power of AI to address advanced real-world challenges in media production sectors. The primary goals for creating these custom GPTs are: 1. Innovation in Audio Production: To revolutionize radio imaging and music creation by integrating advanced AI capabilities, offering new, creative ways to produce audio content. 2. Simplification and Efficiency: To streamline the music and audio production process, making it more efficient and accessible for creators of all skill levels. 2. Diverse Creative Options: To provide a vast array of musical and audio possibilities, from generating music based on text prompts to offer novel radio imaging ideas, thereby enhancing creative freedom. 4. User Empowerment: To empower users with user-friendly guidance and the ability to build and run the system locally, catering to both novices and professionals. 5. Market Leadership in Audio AI: To position this GPTs as a leading tool in the field of AI-driven audio production, setting new standards for innovation and quality in the industry

In "THE-12-DAEMONS-OF-XMAS," players enter a peculiar and shadowy rendition of Christmas, now overrun by 12 Daemons. Each Daemon embodies a distorted aspect of the traditional 12 Days of Christmas, creating a unique and challenging world. The game's hero, an unlikely character such as an elf or a disillusioned reindeer, is tasked with the monumental quest of saving Christmas. Players must navigate through various puzzles and challenges, each designed to test their wit and resolve. The game is created using Stability AI to generate game content on the fly to create a fully AI-generated game where every play-through is unique!