Darcy Liu@darcy_liu483

In the vast and chaotic expanse of the media galaxy, influencers—the Jedi of the digital realm—must wield their Aura with authenticity, forging true connections with the brands they promote. These brands, known as The Creed, represent ideals, missions, and values that influencers must genuinely embrace, allowing their Flow to align with the Cosmic Force of social media trends. Inspired by Star Wars lore and Yuval Noah Harari’s explorations of influence and perception, AuraMatch is designed to simulate social media reactions using advanced AI-driven insights. By analyzing past interactions, trends, and audience sentiment, AuraMatch helps influencers predict how their Vibe will resonate within the digital Force. This platform empowers creators to discover brands that align with their true selves, ensuring that their endorsements feel organic and foster genuine engagement. With Camel AI, AuraMatch crafts a dynamic social media landscape simulation, guiding influencers through the ever-evolving tides of engagement and influence. Whether you're a rising Jedi seeking your path or a brand looking for the perfect ambassador, AuraMatch illuminates the balance between Aura, Vibe, and Flow, shaping the future of digital influence with authenticity, strategy, and the wisdom of the Force.

**Inspiration** EdenHouse addresses food security by tackling rising grocery prices, vulnerable supply chains, accessibility issues, and the disruption from traditional systems. **Connection to AI and Power** EdenHouse leverages principles from distributed AI and power generation: - **Scalability**: Like Kubernetes scales applications, EdenHouse scales food production. - **Fault Tolerance**: Ensures continuous food supply despite setbacks. **What It Does** EdenHouse is a hydroponics orchestrator akin to Kubernetes: - **Hydroponics Setup**: Modular and efficient plant growth. - **AI-Assisted Monitoring**: Automates feeding, climate control, and lighting. - **Community System**: Facilitates trading and selling homegrown produce. - **Scalability**: Grows more units as demand increases. **Challenges** Ensuring user-friendly design, minimizing maintenance, integrating AI, and creating a community trading platform. **Accomplishments** Low-maintenance hydroponics system and a framework for community engagement. **What's Next** Expanding outreach, enhancing AI, partnering with local restaurants, and exploring subsidized solar panel options. Check Out Our Website: duo-keyboard-koalition.github.io GitHub Repo: [GitHub Repo](https://github.com/duo-keyboard-koalition)

The DeepSeek Business Creator demonstrates how to leverage DeepSeek's latent reasoning space to emulate three-agent interaction for multi-business creation on the web. This system integrates a simple Markov chain optimization process with browser automation, allowing businesses to emerge dynamically in an optimized sequence. The approach enables AI-driven enterprises to launch and scale efficiently, simulating real-world economic expansion with minimal human intervention. From an initial dataset of 200 business ideas, 20 were selected based on predefined success factors. Each of these businesses was assigned three AI agents, each specializing in different aspects of business creation: market research, operational strategy, and adaptive growth. The sequence of business creation was optimized using a Markov chain model, ensuring that dependencies between business types and market readiness were accounted for. This optimization increased the likelihood of success by structuring the order in which AI-driven businesses launched and scaled. AI agents interacted within DeepSeek’s latent space to generate business plans dynamically. These plans emerged from the interplay of three AI agents, refining concepts based on strategic reasoning. Once validated, browser automation was used to execute the launch of these businesses, coordinating their deployment across different online markets. As AI-driven businesses launched, they began to emerge in various markets worldwide. The system's ability to simulate economic scaling in a decentralized manner demonstrated the potential of AI agents to drive real-world business success autonomously. As businesses evolved, AI agents adapted and absorbed the most successful strategies. The agent absorption rule ensured that underperforming agents were phased out, while the most effective decision-making patterns were integrated into the next generation of business iterations.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $10,000 prize pool up & 1 × AMD Radeon™ AI PRO R9700 GPU for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

🕒 6 days to explore the full potential of GPT-5 💡 Build next-gen AI apps 🤝 Compete solo or form a dream team 🚀 Connect with global innovators 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

Join us for an exclusive hackathon leading up to the /function1 AI Conference & Exhibition in Dubai (May 2, 2025) - a conference with one pivotal notion: to create a #1 platform for startups and founders of the AI field; to give them the spotlight they often lack, and represent the countless possibilities of Artificial Intelligence. 📅 April 25 – May 1, 2025 – Join us online and collaborate with global AI enthusiasts. 🌟 Expert mentors will guide you every step of the way. 🤝 Work alone or form a team to build something extraordinary. 🧑🏻‍💻 Sign up before the Kick-Off Stream to secure your spot!

🔍Create AI-driven, open-source solutions to optimize public sector network management in critical areas like predictive maintenance, total cost optimization (TOC), and energy efficiency—enhancing public sector networks' scalability, efficiency, and sustainability in underserved regions. 📅 Join us February 28–March 2, 2025: Participate online or in person in vibrant Barcelona, on the sidelines of MWC 2025, to collaborate with peers worldwide and shape the future of public sector connectivity. 👨‍🏫 Work alongside experienced industry mentors who will provide guidance and insights to elevate your solutions. 💰 $5,000 prize pool for the winners! 🏆 Compete for a chance to join the lablab NEXT incubator program! 🧑🏻‍💻 Don’t wait! Sign up now to secure your spot before the Kick-Off!