The AI Alert Triage System is a next-generation cybersecurity solution that leverages artificial intelligence and multi-agent orchestration to automatically process, analyze, and respond to security alerts. Built using the innovative Coral Protocol framework, this system transforms traditional rule-based security operations into an intelligent, adaptive, and scalable platform that can handle the overwhelming volume of modern security alerts.The Security Alert Crisis • Alert Fatigue: Security teams are overwhelmed by thousands of daily alerts, with 99% being false positives • Manual Processing: Current systems require extensive human intervention, leading to delays and missed threats • Inconsistent Analysis: Different analysts may classify the same alert differently, leading to inconsistent responses • Scalability Issues: Traditional rule-based systems cannot adapt to new attack patterns or organizational changes • Integration Complexity: Multiple security tools generate alerts in different formats, making centralized processing difficult Real-World Impact • Average enterprise receives 10,000+ security alerts per day • Only 4% of alerts are investigated due to resource constraints • Mean Time to Detection (MTTD): 197 days for advanced threats • Mean Time to Response (MTTR): 70+ days for incident resolution • Cost of Security Breaches: $4.45M average cost per breach (IBM 2023) Our solution replaces traditional rule-based systems with intelligent AI agents that work together through the Coral Protocol orchestration framework: 1. Alert Receiver Agent 2. False Positive Checker Agent 3. Severity Analyzer Agent 4. Context Gatherer Agent 5. Response Coordinator Agent 6. Workflow Orchestrator

Second Opinion Assistant (SOA) by Epoch Aid leverages advanced AI to revolutionize legal support. The project was inspired by two key observations: (1) the struggle of low-budget individuals and often without clear understanding of legal jargon to navigate vast legal resources available on public database such as online; and (2) the challenge for legal professionals and those working in regulated industries to stay updated on specific statutes and regulations. SOA's primary goal is to become a trusted companion for laypersons and legal experts alike. By deploying cutting-edge machine learning tools, SOA’s AI-powered engine provides comprehensive insights tailored to user queries, simplifies complex legal concepts for the public and offers nuanced analysis for professionals. Future updates will significantly expand SOA's capabilities. The first planned enhancement will enable SOA to analyze legal documents, offering preliminary views and comments. This feature will streamline document review processes, saving time for legal professionals and providing clarity for non-experts. The second major update focuses on delivering timely information. SOA will provide real-time updates on laws and regulations across various legal practice areas. This feature will benefit legal professionals staying current in their fields, companies navigating regulatory landscapes, and individuals seeking to understand their rights or any changes to them. By continuously improving its AI algorithms and expanding its knowledge base, SOA aims to set a new standard in accessible, reliable legal support. Whether you're a citizen seeking to understand your legal rights, a startup owner trying to navigate potential legal concerns or second opinion or a seasoned lawyer looking for a quick overview of legal update, SOA is designed to be your go-to legal AI assistant.

Navigating the healthcare system difficult, but with NaviCare AI, patients can take control of their health journey. Our innovative app is designed to assist patients in every step, ensuring they receive timely and effective medical care. It is the ultimate healthcare companion, providing seamless support from identifying the right doctors to post-visit wellness tracking. At the heart of NaviCare AI is its powerful doctor identification feature. We leverage advanced algorithms to match patients with the most suitable healthcare providers based on their symptoms, medical history, and preferences. This ensures patients receive the specialized care they need without the hassle of endless searching. Scheduling appointments is another area where NaviCare AI excels. The app integrates with providers' scheduling systems, allowing patients to book appointments effortlessly. No more long waits on hold or navigating complex online booking systems—NaviCare AI makes it simple and convenient. During doctor visits, NaviCare AI acts as a personal assistant, taking detailed notes of important information. This ensures patients have a comprehensive record of their consultations, which can be referred back to at any time. Accurate note-taking helps in better understanding diagnoses, treatment plans, and follow-up instructions. Post-visit, NaviCare AI continues to support patients on their road to wellness. The app provides tools for tracking medications, reminding patients of dosages, and monitoring adherence. Additionally, it offers guidance on at-home actions and lifestyle changes that can aid in recovery and overall health improvement. In summary, NaviCare AI is a comprehensive, user-friendly app that transforms the way patients navigate the healthcare system. It bridges the gap between patients and healthcare providers, ensuring timely care, accurate information, and continuous support, ultimately leading to better health outcomes and a more efficient healthcare experience.

JD Creation AI is at the forefront of recruitment innovation, offering a transformative solution for creating comprehensive and accurate job descriptions. Our platform leverages a finely tuned AI bot, developed to understand the nuances of various roles and industry demands. Users can input critical job parameters such as job titles, skill requirements, qualifications, and experience levels. The AI then processes this data, employing advanced natural language processing techniques to generate job descriptions that are both engaging and informative. Integrating the Truelens technology, JD Creation AI pushes the boundaries by incorporating visual context into the creation process. This enables a richer, more dynamic job description, which not only conveys the textual information but also aligns with the visual branding and ethos of the hiring company. The fine-tuned bot, which is the heart of our system, has been trained with a vast array of job-related data, ensuring that each job description is uniquely tailored to meet the specific needs of the employer, resonating with the ideal candidates. Our platform is designed to streamline the hiring process, reduce the time-to-hire, and assist HR departments in attracting top talent by producing clear, concise, and targeted job descriptions. It serves as a valuable tool for businesses looking to adapt to the evolving landscape of talent acquisition, where precision and personalization stand at the core of successful recruitment strategies

In this hybrid hackathon powered by Arc, developers will build the next generation of agentic commerce systems using Arc with USDC. Explore a world where AI agents and web services can pay for APIs, data, compute, and content in dynamic, usage-based ways, while Arc provides stablecoin-native settlement with predictable USDC fees and deterministic, sub-second finality. This hackathon is supported by Google & Google DeepMind, with a dedicated challenge and $10,000 in Google Cloud Platform (GCP) credits awarded for the best use of Gemini models and Google AI Studio. 📅 January 9 – 24, 2026 • Jan 9 – 23 (Online Phase) – Collaborate and build online with developers and AI innovators from around the world. All projects must be submitted by the end of the online phase on January 23rd. • Jan 23 (On‑site Build Day – San Francisco, CA) – Selected participants will be invited to an exclusive in‑person session to refine their projects and connect directly with mentors. • Jan 24 (On‑site Demos & Awards – San Francisco, CA) – Live pitching sessions to a panel of judges and ecosystem partners, followed by the official winner announcement. Get guidance from Arc and Circle experts through on-site support. 📍 On-site Venue (Jan 23–24): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🤝 Go solo or team up, it's your flow. 🏆Compete for $10,000 in USDC & $10,000 in GCP Credits. 📍 On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑🏻‍💻 Secure your spot now - sign up before the Kick-Off Stream!

🗓️ 48-hour AI Challenge - Build your own AI agent or agent simulation over the weekend 🦜 Power up your coding with the LangChain framework! 🤝 Connect with potential co-founders and mentors at the event

Unveiling StableCode: The pinnacle of coding aid by Stability AI! Seamlessly integrate StableCode for efficient, smarter coding.

🚀 Tap into OpenAI's models for diverse app needs: text and image generation, text-to-speech, vision, and more! 🧑🏻‍💻 Go one step further. Get your application ready for production using TruLens evaluations! 🤝 Work in teams of 1 to 6 members, fostering community connections! 🏆 Prize Pool: $2,500 in Cash and $2,500 in Portkey Credits! 💡 Extend beyond the Hackathon—build your startup with support and opportunities beyond the initial project.