Daniel Vásquez@Dani3ll593

Axiom is an advanced, multi-agent AI pipeline designed to automate academic systematic literature reviews following the rigorous PRISMA 2020 framework. Developed for the AMD MI300X hardware environment, its primary purpose is to accelerate evidence synthesis for researchers by autonomously searching, screening, extracting, and analyzing scientific papers to produce citation-ready APA-7 narrative drafts and executive reports. System Logic & Architecture Orchestrated by LangGraph, Axiom operates through a specialized multi-agent workflow: Searcher: Decomposes natural language questions into API-specific queries (PubMed, OpenAlex, arXiv, Scielo, Crossref). It asynchronously fetches papers, deduplicates them, and verifies Open Access availability. Screener: Employs a cascading evaluation. A fine-tuned 7B model makes the initial pass; uncertain or low-confidence cases escalate to a 32B reasoning model, creating an automated inter-rater reliability workflow. Extractor: Parses PDFs using PyMuPDF and strictly enforces structured JSON data extraction (variables, sample sizes, outcomes) using Pydantic, ensuring zero hallucinated schemas. Analysts & Reconciler: Parallel branches (7B and 32B) cluster findings semantically. A deterministic reconciler crosses these insights without LLM hallucinations to map scientific consensus versus contradiction. Gap Finder & Writer: Identifies unaddressed research gaps and drafts a fully structured academic review. Technologies Axiom leverages an optimized dual-model stack served via vLLM on ROCm. It uses a fine-tuned Qwen2.5-7B-Instruct for high-speed, structured tasks, and QwQ-32B for deep reasoning. The infrastructure integrates LangGraph for state management, Instructor for reliable JSON validation, BGE-M3/ChromaDB for multilingual semantic clustering, and Streamlit for the frontend.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. 📅 May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: An exclusive on-site build day at Milan AI Week for selected participants. May 20: Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 🎟 FREE Milan AI Week conference ticket included for participants. 💰 $32,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

📅 May 25–31, 2026 • May 25 – 30: Online Build Phase • May 30 (Hybrid Build Day – Online & Onsite) • May 31 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite in San Francisco. 🏆 Winners will be announced live during the final demo and awards session on May 31 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 Compete for a $5,000 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🧑‍💻 Apply now to build AI agents and data systems powered by real-time web access.

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. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up 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.

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!

🕒 2 days to dive into this transformative healthcare technology challenge! 🏝️ Join us onsite in Honolulu, Hawaii for an exciting hybrid hackathon experience! If you can't be with us in person, no worries—you can still participate and contribute online. 💡 Leverage AI, data analytics, and cloud computing to create innovative solutions that improve healthcare outcomes in Hawaii and beyond. 🤝 Compete solo or team up with diverse healthcare, tech, and academia innovators. 🏆 Stand a chance to win amazing prizes and make an impact!