Research

Lab Notes

Engineering insights from the frontier of Bangla AI.

2025 · Q4NLPUpcoming

The Math of the Haggle: Optimization Loss Functions for Banglish Negotiation

How do you teach a model to know when a deal is fair? We explore reward shaping and RLHF for commerce-native Banglish negotiation.

2025 · Q3ComplianceUpcoming

Architecting for 2026: A Developer's Guide to PDPO Compliance

Bangladesh's Personal Data Protection Ordinance 2026 is coming. Here's what it means for software architects building systems today.

2025 · Q3InfrastructureUpcoming

Beyond OpenAI: The Case for Sovereign Neural Infrastructure

Why every serious enterprise in Bangladesh should be building private inference capacity — and how to start.