M31Genesis Economics.
Period: FY2026 • Category: AI / Research • Stage: research
—
Attributed Revenue - Operating Costs
₹22,000
Direct (₹22,000) + Shared (₹0)
USD $262 • BDT ৳31,429
₹2,10,000
Cash: ₹30,000 • Economic: ₹180,000
USD $2,500 • BDT ৳3,00,000
360 hrs
Effective ₹144/hr
USD $2 • BDT ৳206
Research projects are exploratory assets with public open checkpoints. Commercial revenue expectations are not applicable.
Direct costs represent dedicated servers and storage. Shared costs reflect compute and bandwidth consumption allocated mathematically from multi-project clusters.
80 hrs
240 hrs
0 hrs
₹144/h
M31Genesis Qualitative Evaluation
Centrality to TIV sovereign stack vision
Architectural novelty and defensibility
Foundational operational utility
Advancement in computing or AI knowledge
Long-term self-sustaining commercial capacity
Synergy and integration across other projects
Native M31 causal language model for agentic coding research. Fundamental research asset exploring sovereign, inspectable model architectures.
Consolidated infrastructure, dedicated compute, and cloud hosting provider invoices
Engineering logs, commit telemetry, and founder architecture hours ledger