Slava Zeph@SlavaZeph

MindShield by BrainSNN is a browser-native cognitive security brain for enterprise AI. It turns content, prompts, documents, and agent actions into a live 3D brain state so teams can see manipulation pressure, trust risk, retrieval context, and defensive adaptation in one working system. Gemini 2.5 powers structured analysis of text and media, returning risk scores, evidence, reasoning, and recommended actions. Veea Lobster Trap gates every model prompt and MCP tool call, blocking prompt injection, PII, secret leaks, and unsafe destructive actions before they reach a model or agent tool. Red Team Simulator and Brain Evolve close the loop by testing the firewall against attacks, evolving better rules, and promoting stronger defenses without retraining a model. Multimodal RAG and Vector-Graph Fusion index text, images, tables, equations, and code into searchable enterprise intelligence.

XIO Compliance Brain helps lawyers, compliance officers, and regulated businesses review high-stakes documents — offering memoranda, KYC files, marketing decks, regulator letters, privacy memos, and contract clauses. Instead of producing one opaque chatbot answer (the failure mode of every generic legal-AI demo), it runs three AI reviewer perspectives in parallel against the same matter: • Regulatory Counsel — finds rule breaches, missing disclosures, and jurisdiction issues against NI 45-106 / OSC Rule 45-501 / NI 31-103 • Risk Officer — scores severity, investor exposure, and operational risk • Evidence Auditor — verifies citations, flags stale or jurisdictionally mismatched authorities, and refuses to sign off on unsupported claims A synthesis pass surfaces where reviewers agreed, diverged, and what the human owner should do next. An optional Round 2 has each voice defend, update, or concede their stance based on the synthesis. Every finding cites a retrieved authority. Outputs are bound to a SHA-256 hash before approval. Export of DOCX, redline PDF, and CRUMB-style audit handoff packs is gated on hash-confirmed sign-off. Every audit row stamps which inference engine served the matter, so a review run today on AMD/Qwen has the same audit shape as one tomorrow on OpenAI. The full ensemble — three reviewers, synthesis, and optional Round 2 — runs on a single AMD Instinct MI300X serving Qwen 2.5 72B via vLLM. 192 GB HBM3 is what makes parallel ensembles economical; cloud APIs would need roughly 4× H100s for the same workload (~$0.04 self-hosted vs ≈$8 cloud per Triad Review). Live: https://compliance-ai-amd-demo-production.up.railway.app/demo/judge Source: https://github.com/XioAISolutions/compliance-AI HF Space: https://huggingface.co/spaces/slavazeph/xio-compliance-brain-triad-review

📅 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. 🏆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: Onsite Build Day. May 20: Demo Showcase & Awards Ceremony. 📍On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🤝 Join solo or with a team. 💰 $28,000+ prize pool 🧑‍💻 Apply now to turn your autonomous agent into a market-ready enterprise solution.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.

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.

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88