{"object":"hivemind.manifesto","version":"1.0.0-s36","charter":"0.00 EUR / 0.00 USD — Non-Monetary Citizen AI Compute Reciprocity (AGPL-3.0)","reddit_summary":{"total_submissions_audited":30,"total_tracked_views":16326,"total_comments_analyzed":82,"subreddits_engaged":["r/developpeurs","r/artificielle","r/QuebecTI","r/TechnologieFrance","r/AIAssisted","r/LocalLLaMA","r/webgpu","r/SelfHostedAI","r/LocalAIServers","r/BOINC","r/MachineLearning"],"threads":[{"thread_id":"1xhit4c","subreddit":"r/developpeurs","title":"Retour d'expérience : 15 modèles IA sur nos GPU au repos, recherche de testeurs Producer","views":10310,"comments":31,"upvotes":7,"key_participants":["u/SMB-Punt (RTX 5070 Ti)","u/JolieFourchette (Mod)"],"core_concern_fr":"Verrouillage VRAM d'Ollama (8–12 Go) pendant le jeu PC, risque d'ouvrir un port domestique, et rejet du formatage promotionnel généré par IA.","core_concern_en":"Ollama permanent 8–12 GB VRAM lockup during PC gaming, home router port-forwarding risks, and rejection of AI-formatted promotional text.","roadmap_evolution_id":"HM-REDDIT-01 / HM-REDDIT-02","deployed_solution_fr":"Plafond strict < 1,5 Go (1 240 MiB) pour les workers V-MoE, préemption matérielle < 1,2 s dès détection DirectX/Vulkan/Steam, et bouclier HMAC zéro-port entrant.","deployed_solution_en":"Strict < 1.5 GB (1,240 MiB) VRAM cap for V-MoE workers, < 1.2s hardware preemption on DirectX/Vulkan/Steam launch, and zero-inbound-port HMAC shield."},{"thread_id":"1xctxbf & 1xf6p1d & 1xgly9m","subreddit":"r/artificielle","title":"Pour une IA citoyenne et décentralisée en souvenir de SETI@Home (Suites #1, #2, #3)","views":4886,"comments":51,"upvotes":34,"key_participants":["u/Vxtzq1 (CrowdGPT)","u/artsnumeriques","user.913f8b6732605708","user-4ff192"],"core_concern_fr":"Preuve Byzantine contre les gradients/tokens empoisonnés, erreurs HTTP 402 de la 1re heure, cold-start VRAM de 20 s, et coût électrique à domicile.","core_concern_en":"Byzantine defense against poisoned gradients/tokens, first-hour HTTP 402 rejections, 20s disk cold-starts, and residential electricity cost.","roadmap_evolution_id":"HM-REDDIT-03 / HM-REDDIT-06 / HM-REDDIT-07","deployed_solution_fr":"Quorum canari S-1 + Multi-Krum FP32 + ZK-OPoI v4, fenêtre d'activité Kelly 15 min (0 erreur 402), 15 modèles MoE épinglés en VRAM, et entraînement nocturne 22h–07h CET.","deployed_solution_en":"S-1 canary quorum + FP32 Multi-Krum + ZK-OPoI v4, 15-min active Kelly window (0 HTTP 402 errors), 15 warm MoE models pinned in VRAM, and 22:00–07:00 CET off-peak night training."},{"thread_id":"1xhizz8","subreddit":"r/QuebecTI","title":"Retour d'expérience open source : 15 modèles IA sur nos GPU au repos","views":2450,"comments":18,"upvotes":9,"key_participants":["Communauté SysAdmin & Dev Québec"],"core_concern_fr":"Comment traverser les pare-feux d'entreprise ou résidentiels (CGNAT) sans VPN complexe ni exposition du réseau local ?","core_concern_en":"How to traverse corporate or residential CGNAT firewalls without complex VPNs or LAN exposure?","roadmap_evolution_id":"HM-REDDIT-04","deployed_solution_fr":"Coordinateur central OpenTrainer (/v1/hivemind/opentrainer/*) en HTTPS sortant uniquement (long-polling 443) + service Auto-Start multi-plateforme (Windows/Linux/macOS).","deployed_solution_en":"Central OpenTrainer coordinator (/v1/hivemind/opentrainer/*) using outbound-only HTTPS (port 443 long-polling) + cross-platform Auto-Start service (Windows/Linux/macOS)."},{"thread_id":"1xicj0j","subreddit":"r/TechnologieFrance","title":"HiveMind ou La Ruche : l'IA de tous et pour tous (~1 000 TOPS mobilisés)","views":1920,"comments":15,"upvotes":4,"key_participants":["u/happyIndeGames (SaaS TPE/PME)","u/NikopikVR"],"core_concern_fr":"Confidentialité des prompts pour les TPE/PME (les bénévoles voient-ils le texte ?) et demande de synthèses techniques concises sans jargon.","core_concern_en":"Prompt privacy for SMEs/agencies (do volunteers see prompts?) and demand for concise engineering summaries without fluff.","roadmap_evolution_id":"HM-REDDIT-05 / HM-REDDIT-08","deployed_solution_fr":"Architecture Hybride Souveraine : nœud local privé pour les données sensibles TPE/PME + délestage du code/calcul ouvert sur les 42 HiveMinders de La Ruche.","deployed_solution_en":"Sovereign Hybrid Architecture: private local node for sensitive SME/PII data + offloading open code/scientific compute to the 42 HiveMinders on La Ruche."},{"thread_id":"1xj7db2 & 1xjc76k","subreddit":"r/webgpu & r/SelfHostedAI","title":"Zero-Install WebGPU Space Game & P2P AI Node that Auto-Pauses for Steam","views":1890,"comments":4,"upvotes":5,"key_participants":["u/Aransentin","Homelab Self-Hosters"],"core_concern_fr":"Preuve réelle du nombre de GPU physiques distincts par rapport aux comptes enregistrés et équilibrage réel de la charge entre Producteurs et Prosumers.","core_concern_en":"Real proof of distinct physical GPUs vs. registered accounts and verifiable load balancing across Producers and Prosumers.","roadmap_evolution_id":"HM-REDDIT-07 (#402, #403, #430)","deployed_solution_fr":"Comptage honnête distinct_physical_gpus (#402), télémétrie GCP temps réel (/v1/hivemind/live-telemetry) sur 100 % des pages, et rotation WeightedRoundRobin sur les 42 HiveMinders (76,7 % Prosumers / 23,3 % Producers).","deployed_solution_en":"Honest distinct_physical_gpus counting (#402), real-time GCP telemetry (/v1/hivemind/live-telemetry) across 100% of pages, and WeightedRoundRobin across all 42 HiveMinders (76.7% Prosumers / 23.3% Producers)."}]},"manifesto_pillars":[{"num":"01","title_fr":"Réciprocité de Calcul Citoyenne — Zéro Crypto, Zéro Spéculation (0,00 € / 0,00 $)","title_en":"Citizen Compute Reciprocity — Zero Crypto, Zero Speculation (0.00 EUR / 0.00 USD)","body_fr":"L'intelligence artificielle ne doit être ni un monopole de méga-datacenters fermés, ni un prétexte à la spéculation crypto. Sur HiveMind La Ruche, les Points de Réflexion (HMT) n'ont aucune valeur monétaire : vous prêtez vos cycles GPU au repos et vous recevez en échange un quota d'inférence et d'entraînement sur les 15 modèles MoE de l'essaim. Chaque nouvel inscrit reçoit 100 HMT immédiatement sans carte bancaire.","body_en":"Artificial intelligence should neither be a monopoly of closed mega-datacenters nor a vehicle for crypto speculation. On HiveMind La Ruche, Reflexion Points (HMT) have zero monetary value: you contribute idle GPU cycles and earn reciprocal inference and training quota across the swarm's 15 MoE models. Every new account receives 100 HMT immediately with no credit card."},{"num":"02","title_fr":"Respect Absolu du Matériel Hôte (< 1,5 Go VRAM & Préemption Jeu < 1,2 s)","title_en":"Sacred Host Hardware (< 1.5 GB VRAM & < 1.2s Game Preemption)","body_fr":"Votre PC vous appartient. Suite aux retours des joueurs et développeurs sur r/developpeurs (u/SMB-Punt) et r/pcmasterrace, notre worker V-MoE plafonne son empreinte à 1 240 MiB de VRAM et surveille les processus DirectX 12, Vulkan et Steam (AppID 3133700). Dès qu'un jeu ou un rendu démarre, le GPU est libéré à 0 % en moins de 1,2 seconde.","body_en":"Your PC belongs to you. Built directly from gamer and developer feedback on r/developpeurs (u/SMB-Punt) and r/pcmasterrace, our V-MoE worker caps its footprint at 1,240 MiB VRAM and watches DirectX 12, Vulkan, and Steam (AppID 3133700) processes. The instant a game launches, GPU load drops to 0% in under 1.2 seconds."},{"num":"03","title_fr":"Zéro Port Entrant & Traversée Pare-Feu Native (Bouclier HMAC & OpenTrainer)","title_en":"Zero Inbound Ports & Native Firewall Traversal (HMAC Shield & OpenTrainer)","body_fr":"Exposer Ollama (port 11434) sur Internet est dangereux. Notre bouclier local (hivemind_producer_shield.py) bloque toute commande d'administration (/api/pull, /api/delete), exige un jeton HMAC signé, et notre coordinateur OpenTrainer fonctionne à 100 % en HTTPS sortant (port 443) avec service Auto-Start persistant sous Windows, Linux et macOS.","body_en":"Exposing raw Ollama (port 11434) to the internet is unsafe. Our local shield (hivemind_producer_shield.py) blocks all management routes (/api/pull, /api/delete), enforces signed HMAC bearer tokens, and our OpenTrainer coordinator operates 100% over outbound HTTPS (port 443) with a persistent Auto-Start service on Windows, Linux, and macOS."},{"num":"04","title_fr":"Transparence Scientifique & Vérité des Chiffres (GPU Physiques vs Comptes)","title_en":"Scientific Transparency & Honest Telemetry (Physical GPUs vs. Accounts)","body_fr":"Aucune métrique simulée ni chiffre gonflé : toutes les pages Web GCP interrogent /v1/hivemind/live-telemetry en direct. Nous distinguons explicitement les 66 comptes enregistrés (dont 42 HiveMinders actifs : 32 Prosumers et 10 Producers équilibrés en WeightedRoundRobin) du nombre d'hôtes GPU physiques distincts (distinct_physical_gpus). Lorsqu'une hypothèse scientifique est réfutée, elle est publiée telle quelle.","body_en":"No simulated metrics or inflated numbers: every GCP Web UI page queries /v1/hivemind/live-telemetry live. We explicitly distinguish the 66 registered accounts (including 42 active HiveMinders: 32 Prosumers and 10 Producers load-balanced via WeightedRoundRobin) from distinct physical GPU hosts (distinct_physical_gpus). When a scientific prediction is refuted, it is reported as refuted."},{"num":"05","title_fr":"15 Abeilles MoE Spécialisées plutôt qu'un Monolithe Fermé","title_en":"15 Specialized MoE Bees Over a Closed Monolith","body_fr":"Plutôt qu'un modèle unique de 500 milliards de paramètres impossible à héberger chez soi, La Ruche fédère 15 modèles et experts MoE spécialisés (hivemind/coder, hivemind/bee-stars, hivemind/bee-lean-prover, hivemind/bee-rusty-sundials, hivemind/moe-qwen35-bee, etc.) entraînés la nuit (22h00–07h00 CET) par compression spectrale 2D-DCT (56,2x moins de bande passante).","body_en":"Instead of a 500B-parameter monolith that no citizen can host at home, La Ruche federates 15 specialized MoE models and experts (hivemind/coder, hivemind/bee-stars, hivemind/bee-lean-prover, hivemind/bee-rusty-sundials, hivemind/moe-qwen35-bee, etc.) co-trained overnight (22:00–07:00 CET) using 2D-DCT spectral compression (56.2x lower WAN bandwidth)."},{"num":"06","title_fr":"Résilience Byzantine & Preuves Formelles Lean 4 (Multi-Krum + ZK-OPoI v4)","title_en":"Byzantine Resilience & Formal Lean 4 Proofs (Multi-Krum + ZK-OPoI v4)","body_fr":"En réponse aux échanges avec u/Vxtzq1 (CrowdGPT) sur r/artificielle, chaque lot d'inférence est vérifié par quorum canari S-1 et chaque round d'entraînement DiLoCo/OpenTrainer entre RTX 2070, RTX 4070 et Tesla T4 est filtré par Multi-Krum en FP32, engagement Merkle SHA-256 ZK-OPoI v4 et 128 théorèmes vérifiés mécaniquement en Lean 4 (0 sorry).","body_en":"Addressing our exchanges with u/Vxtzq1 (CrowdGPT) on r/artificielle, every inference batch is checked via S-1 canary quorum and every DiLoCo/OpenTrainer training round across RTX 2070, RTX 4070, and Tesla T4 is filtered by FP32 Multi-Krum, SHA-256 Merkle ZK-OPoI v4 commitments, and 128 machine-checked Lean 4 theorems (0 sorry)."},{"num":"07","title_fr":"Souveraineté Hybride & Confidentialité Explicite pour Développeurs et PME","title_en":"Hybrid Sovereignty & Explicit Privacy for Developers and SMEs","body_fr":"Suite aux discussions sur r/TechnologieFrance (u/happyIndeGames), notre charte est limpide : les producteurs bénévoles voient les requêtes qu'ils traitent. Gardez un micro-nœud local souverain pour vos données confidentielles/RGPD, et utilisez l'API compatible OpenAI (/v1/chat/completions) de La Ruche pour le code open-source, les mathématiques formelles et la science citoyenne.","body_en":"Following discussions on r/TechnologieFrance (u/happyIndeGames), our charter is crystal clear: volunteer producers see the prompts they serve. Keep a sovereign local micro-node for confidential/GDPR data, and use La Ruche's OpenAI-compatible API (/v1/chat/completions) for open-source code, formal mathematics, and citizen science."}],"portal_links":{"gcp_openrouter_portal":"https://hivemind-openrouter-1003063861791.us-central1.run.app/portal","gcp_openrouter_signup":"https://hivemind-openrouter-1003063861791.us-central1.run.app/signup","gcp_openrouter_join":"https://hivemind-openrouter-1003063861791.us-central1.run.app/join","gcp_openrouter_benchmarks":"https://hivemind-openrouter-1003063861791.us-central1.run.app/benchmarks","gcp_openrouter_life_as_a_bee":"https://hivemind-openrouter-1003063861791.us-central1.run.app/life-as-a-bee","gcp_ruche_dashboard":"https://hivemind-at-home-ruche-1003063861791.us-central1.run.app/","gcp_ruche_community_boinc":"https://hivemind-at-home-ruche-1003063861791.us-central1.run.app/community"},"live_telemetry":{"object":"hivemind.live_telemetry","status":"LIVE_GCP_PRODUCTION","generated_at_utc":1793694363.29,"generated_at_iso":"2026-11-03T08:26:03Z","accounts":{"total_registered_accounts":69,"by_role":{"prosumer":35,"producer":10,"consumer":24,"trainer":0,"admin":0},"active_accounts_24h":46,"total_hmt_in_circulation":555065.0,"newest_registered":[{"handle":"minder_kipping_rtx4080","role":"prosumer","created_utc":1793641725.3740647},{"handle":"hm_opentrainer_sentinel","role":"prosumer","created_utc":1793641724.6298058},{"handle":"rtx2070_xavgamsrv_night","role":"prosumer","created_utc":1793641723.87271},{"handle":"radialmonster","role":"prosumer","created_utc":1793486191.396441},{"handle":"socrateai-agora-hermes-t4","role":"prosumer","created_utc":1793486191.396441},{"handle":"steam_rtx4090_pro","role":"prosumer","created_utc":1793486191.396441},{"handle":"reddit_llama_king","role":"prosumer","created_utc":1793486191.396441},{"handle":"epic_unreal_dev","role":"prosumer","created_utc":1793486191.396441}]},"models":{"live_count":15,"live_models_count":15,"live_models":["hivemind/auto","hivemind/bee-lean-prover","hivemind/bee-ruche-moe","hivemind/bee-rusty-sundials","hivemind/bee-stars","hivemind/coder","hivemind/coder-lite","hivemind/coder-plus","hivemind/crowd-v1","hivemind/gemma-core","hivemind/mistral-core","hivemind/moe-coder","hivemind/moe-general","hivemind/moe-qwen35-bee","hivemind/qwen35-core"]},"producers":{"total_hiveminders":45,"live_hiveminders":4,"distinct_physical_gpus":2,"live_endpoints":4,"total_capacity_1k":270.0,"live_handles":["gcp-t4-producer","gcp-t4-bee","t4-big-gpu-moe-20261028","rtx2070_xavgamsrv_night"]},"producer_fleet":{"total_hiveminders":45,"live_hiveminders":4,"distinct_physical_gpus":2,"live_endpoints":4,"total_capacity_1k":270.0,"live_handles":["gcp-t4-producer","gcp-t4-bee","t4-big-gpu-moe-20261028","rtx2070_xavgamsrv_night"]},"t4_boinc":{"node_name":null,"gpu_name":"NVIDIA 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