Prakhar Aggarwal@Prakhar02

Mux Brain solves the core problem of modern AI: the "generalist dilemma." A single AI model cannot be an expert at everything, leading to inconsistent and unreliable answers. Our application reimagines the AI interaction by acting as a sophisticated, multi-model orchestration engine. When a user submits a query, Mux Brain's intelligent pipeline takes over. It first enhances the prompt for clarity, then automatically classifies the task (e.g., coding, creative writing, data analysis). It dynamically assembles a team of the best-suited AI models from our curated pools and queries them in parallel. The true innovation lies in our transparent synthesis process. Users can see in real-time which models are performing best before Mux Brain analyzes the outputs, establishes a consensus score, and delivers a single, unified, and verifiably superior response. It’s a smarter, more reliable, and transparent way to get the best possible answer from AI, every single time.

Students study hard but forget quickly, especially without planned reviews. Most apps provide more content instead of improving memory. Vextudy fills that gap. It’s a straightforward web app for JEE, NEET, and SAT that offers a 15-minute daily quiz with 15 questions tailored to the student’s topics and skill level. Each question includes a clear, step-by-step explanation, making it easy to understand the "why." After each session, Vextudy updates topic strengths and sets review dates using the forgetting curve, ensuring revisions occur at the right time. A weekly readiness score measures real progress based on accuracy, difficulty, coverage, and consistency, without any fake boosts. This is for students who want steady improvement without long, tiring study sessions. The benefits are clear: fresh exam-pattern questions, adaptable difficulty, timed reviews that stick, and an easy routine that actually works. Technology & Category Tags - AI/ML - EdTech - Exam Prep - Personalized Learning - OpenAI API - Web App - Spaced Repetition - JEE - NEET - SAT

Join the Internet of Agents Hackathon to build real-world, rentable agents using Coral Protocol and Solana-powered payments. 📅 September 14–21, 2025 Sept 14–21: Build online with global innovators. Submit projects by the deadline. Sept 20 (NYC): On-site build day at Solana Skyline (invitation only). Sept 21 (NYC): Live pitches, networking, and winner announcements. 🧠 Mentorship from experts and Coral specialists throughout. 🤝 Participate solo or in teams. 📍 Travel and accommodation not covered. 🚀 Sign up now to secure your spot before the Kick-Off Stream!

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