|
| 1 | +{ |
| 2 | + "meta": { |
| 3 | + "title": "MB3R Lab — Model-Based Robustness, Reliability & Resilience", |
| 4 | + "description": "MB3R Lab is a research group focused on model discovery, simulation-based what-if analysis, and causal resilience for distributed systems.", |
| 5 | + "ogTitle": "MB3R Lab — Model-Based Robustness, Reliability & Resilience", |
| 6 | + "ogDescription": "Research & Development in model discovery, simulation-based what-if analysis, and causal resilience.", |
| 7 | + "twitterTitle": "MB3R Lab — Model-Based Robustness, Reliability & Resilience", |
| 8 | + "twitterDescription": "Research & Development in model discovery, simulation-based what-if analysis, and causal resilience.", |
| 9 | + "locale": "en-US" |
| 10 | + }, |
| 11 | + "schema": { |
| 12 | + "@context": "https://schema.org", |
| 13 | + "@type": "Organization", |
| 14 | + "name": "MB3R Lab", |
| 15 | + "url": "https://mb3r-lab.github.io/", |
| 16 | + "logo": "https://mb3r-lab.github.io/assets/img/logo.svg", |
| 17 | + "contactPoint": { |
| 18 | + "@type": "ContactPoint", |
| 19 | + "email": "contact@mb3r-lab.org", |
| 20 | + "contactType": "customer support" |
| 21 | + } |
| 22 | + }, |
| 23 | + "brand": { |
| 24 | + "name": "MB3R Lab" |
| 25 | + }, |
| 26 | + "common": { |
| 27 | + "placeholder": "—" |
| 28 | + }, |
| 29 | + "nav": { |
| 30 | + "logoAlt": "MB3R Lab Logo", |
| 31 | + "links": { |
| 32 | + "whatWeDo": "What we do", |
| 33 | + "projects": "Projects", |
| 34 | + "publications": "Publications", |
| 35 | + "updates": "Updates", |
| 36 | + "roadmap": "Roadmap", |
| 37 | + "contact": "Contact" |
| 38 | + }, |
| 39 | + "requestPilot": "Request a pilot", |
| 40 | + "themeToggleAria": "Toggle light and dark mode", |
| 41 | + "langToggleLabel": "RU", |
| 42 | + "langToggleAria": "Switch to Russian" |
| 43 | + }, |
| 44 | + "home": { |
| 45 | + "subtitle": "Model-Based Robustness, Reliability & Resilience", |
| 46 | + "description": "Research & Development in model discovery, simulation-based “what-if” analysis, and formal causal inference.", |
| 47 | + "cta": "Request pilot access", |
| 48 | + "followLinkedIn": "Follow on LinkedIn", |
| 49 | + "followTelegram": "Follow on Telegram", |
| 50 | + "exploreGithub": "Explore code on GitHub" |
| 51 | + }, |
| 52 | + "whatWeDo": { |
| 53 | + "title": "What we do", |
| 54 | + "intro": "MB3R Lab is an R&D group working on automatic model discovery and simulation-driven resilience analysis for distributed systems (e.g., microservices).", |
| 55 | + "items": { |
| 56 | + "modelDiscovery": { |
| 57 | + "title": "Model Discovery", |
| 58 | + "text": "synthesize system dependency models from configuration, traces, and telemetry." |
| 59 | + }, |
| 60 | + "whatIf": { |
| 61 | + "title": "What-if Simulation", |
| 62 | + "text": "run Monte-Carlo failure scenarios on the discovered model without touching production." |
| 63 | + }, |
| 64 | + "causalResilience": { |
| 65 | + "title": "Causal Resilience", |
| 66 | + "text": "sheaf-theoretic analysis and Effective Information (EI) to identify macro-structures that improve predictability and control." |
| 67 | + } |
| 68 | + } |
| 69 | + }, |
| 70 | + "projects": { |
| 71 | + "title": "Projects", |
| 72 | + "cards": { |
| 73 | + "bering": { |
| 74 | + "title": "Bering — Model Discovery", |
| 75 | + "text": "Automatically derive a live dependency model of your information system from configs and traces; run what-if failure simulations offline." |
| 76 | + }, |
| 77 | + "sheaft": { |
| 78 | + "title": "Sheaft — Simulation-based chaos engineering & causal analysis", |
| 79 | + "text": "Run simulation-first chaos experiments and quantify causal emergence with sheaf-theoretic EI to find resilient macro-structures." |
| 80 | + } |
| 81 | + }, |
| 82 | + "links": { |
| 83 | + "repoPrivate": "Repo: Private / coming soon", |
| 84 | + "paper": "Paper", |
| 85 | + "theory": "Theory article" |
| 86 | + } |
| 87 | + }, |
| 88 | + "publications": { |
| 89 | + "title": "Publications", |
| 90 | + "items": { |
| 91 | + "uncertainty": { |
| 92 | + "title": "Measuring Uncertainty in Transformer Circuits with Effective Information Consistency", |
| 93 | + "text": "This paper introduces the Effective-Information Consistency Score to quantify uncertainty in Transformer Circuits. This white-box, single-pass metric helps attribute uncertainty to specific mechanisms within LLMs." |
| 94 | + }, |
| 95 | + "modelDiscovery": { |
| 96 | + "title": "Model Discovery and Graph Simulation: A Lightweight Gateway to Chaos Engineering", |
| 97 | + "text": "Offline resilience estimation from a dependency graph; compares simulations to live failure injection on a microservice benchmark." |
| 98 | + }, |
| 99 | + "sheaf": { |
| 100 | + "title": "Sheaf-Theoretic Causal Emergence for Resilience Analysis in Distributed Systems", |
| 101 | + "text": "Unifies sheaves, flow simulation, and EI for multi-level causal analysis." |
| 102 | + } |
| 103 | + } |
| 104 | + }, |
| 105 | + "updates": { |
| 106 | + "title": "Updates", |
| 107 | + "items": { |
| 108 | + "icse": { |
| 109 | + "date": "December 2025", |
| 110 | + "title": "ICSE 2026 NIER acceptance", |
| 111 | + "text": "Our paper “Model Discovery and Graph Simulation: A Lightweight Gateway to Chaos Engineering” was accepted to the ICSE 2026 NIER track, which recognizes our commitment to safer, simulation-driven resilience." |
| 112 | + }, |
| 113 | + "causalAi": { |
| 114 | + "date": "September 2025", |
| 115 | + "title": "Causal AI publication", |
| 116 | + "text": "Documented Effective-Information metrics for transformer circuits and published the results." |
| 117 | + }, |
| 118 | + "landing": { |
| 119 | + "date": "July 2025", |
| 120 | + "title": "Public landing launched", |
| 121 | + "text": "Released mb3r-lab.github.io with a pilot intake flow and project overview." |
| 122 | + }, |
| 123 | + "benchmark": { |
| 124 | + "date": "June 2025", |
| 125 | + "title": "Bering benchmark", |
| 126 | + "text": "Reproduced Bering simulations on a microservice benchmark to validate offline chaos runs." |
| 127 | + }, |
| 128 | + "sheaft": { |
| 129 | + "date": "March 2025", |
| 130 | + "title": "Sheaft framework", |
| 131 | + "text": "Introduced the theoretical foundation for sheaf-based causal analysis in distributed systems." |
| 132 | + } |
| 133 | + } |
| 134 | + }, |
| 135 | + "roadmap": { |
| 136 | + "title": "Roadmap", |
| 137 | + "iconAlt": "Roadmap icon", |
| 138 | + "imageAlt": "MB3R Lab roadmap" |
| 139 | + }, |
| 140 | + "contact": { |
| 141 | + "title": "Contact", |
| 142 | + "github": "GitHub", |
| 143 | + "linkedin": "LinkedIn", |
| 144 | + "email": "contact@mb3r-lab.org" |
| 145 | + }, |
| 146 | + "footer": { |
| 147 | + "copyright": "© 2025 MB3R Lab. All rights reserved." |
| 148 | + }, |
| 149 | + "imageZoom": { |
| 150 | + "closeAria": "Close zoomed image", |
| 151 | + "alt": "Zoomed image" |
| 152 | + }, |
| 153 | + "modal": { |
| 154 | + "closeAria": "Close form", |
| 155 | + "title": "Request a pilot with MB3R Lab", |
| 156 | + "description": "Share your details and we will follow up with pilot onboarding steps and a target integration plan." |
| 157 | + }, |
| 158 | + "form": { |
| 159 | + "emailLabel": "Work email *", |
| 160 | + "emailPlaceholder": "you@company.com", |
| 161 | + "companyLabel": "Company *", |
| 162 | + "companyPlaceholder": "Company name", |
| 163 | + "commentLabel": "Context (optional)", |
| 164 | + "commentPlaceholder": "Key systems, desired outcomes, timelines", |
| 165 | + "note": "We will send a confirmation email after the request is delivered.", |
| 166 | + "submit": "Submit request", |
| 167 | + "status": { |
| 168 | + "sending": "Sending your request...", |
| 169 | + "success": "All set! We just confirmed via email.", |
| 170 | + "savedOffline": "No backend connection. Saved locally for now.", |
| 171 | + "savedMissingEndpoint": "API endpoint missing. Saved locally for now.", |
| 172 | + "submitFailed": "Unable to submit the request." |
| 173 | + }, |
| 174 | + "errors": { |
| 175 | + "apiNotConfigured": "API endpoint is not configured.", |
| 176 | + "submitFailed": "Unable to submit the request." |
| 177 | + } |
| 178 | + }, |
| 179 | + "console": { |
| 180 | + "apiNotConfigured": "[mb3r] API endpoint is not configured. Set window.__MB3R_API_ENDPOINT__ (or __MB3R_API_BASE__)." |
| 181 | + }, |
| 182 | + "admin": { |
| 183 | + "pageTitle": "MB3R Lab — Pilot requests", |
| 184 | + "heading": "Pilot program requests", |
| 185 | + "description": "Monitor submissions collected on the landing page. Records persist in Supabase (Postgres).", |
| 186 | + "actions": { |
| 187 | + "refresh": "Refresh", |
| 188 | + "home": "Home" |
| 189 | + }, |
| 190 | + "table": { |
| 191 | + "overlayLocked": "Enter the administrator password to view requests.", |
| 192 | + "headers": { |
| 193 | + "id": "ID", |
| 194 | + "email": "Email", |
| 195 | + "company": "Company", |
| 196 | + "context": "Context", |
| 197 | + "country": "Country", |
| 198 | + "created": "Created" |
| 199 | + }, |
| 200 | + "empty": "Requests are not loaded yet." |
| 201 | + }, |
| 202 | + "modal": { |
| 203 | + "title": "Enter administrator password", |
| 204 | + "description": "Passwords are managed on the server via the ADMIN_PASSWORD environment variable.", |
| 205 | + "passwordLabel": "Password", |
| 206 | + "submit": "Continue" |
| 207 | + }, |
| 208 | + "status": { |
| 209 | + "noRequests": "No requests yet.", |
| 210 | + "passwordRequired": "Password is required.", |
| 211 | + "apiNotConfigured": "API endpoint is not configured.", |
| 212 | + "loadFailed": "Unable to load requests.", |
| 213 | + "backendUnreachable": "Backend is unreachable.", |
| 214 | + "enterPassword": "Enter the password.", |
| 215 | + "refreshing": "Refreshing request list...", |
| 216 | + "incorrectPassword": "Incorrect password. Try again.", |
| 217 | + "apiUnavailable": "API unavailable. Unable to load requests right now.", |
| 218 | + "apiUnavailableLater": "API unavailable. Try again later.", |
| 219 | + "showingCached": "API unavailable. Showing cached requests.", |
| 220 | + "validating": "Validating...", |
| 221 | + "accessGranted": "Access granted.", |
| 222 | + "apiNotConfiguredHint": "API endpoint is not configured. Update assets/js/config.js." |
| 223 | + }, |
| 224 | + "errors": { |
| 225 | + "passwordRequired": "Password is required.", |
| 226 | + "apiNotConfigured": "API endpoint is not configured.", |
| 227 | + "loadFailed": "Unable to load requests.", |
| 228 | + "backendUnreachable": "Backend is unreachable." |
| 229 | + } |
| 230 | + } |
| 231 | +} |
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