Insights, tutorials, and updates from the ZharfAI team
Trends and analysis in AI and technology
AI implementation cost in Iran, in toman: a dated Mehr 1405 estimate table from ready-made Persian chatbots to self-hosted GPUs, built from sourced salaries, server rents, and token prices.
A closer reading of Anthropic’s economic scenarios: what changes by 2030, who benefits, and how to turn uncertain futures into better decisions today.
Stockouts hide demand from sales history. Learn how to record availability, handle censored observations and evaluate forecasts without treating imputed sales as truth.
A practical guide to testing whether AI saves team time once review, corrections, unfinished tasks, quality, and adoption costs enter the calculation.
A source-checked analysis of Rubin Ultra’s possible HBM cut—and what capacity, bandwidth, yield, software, and system economics mean for AI infrastructure.
An operational view of AI in Iranian banking: fraud detection, credit scoring, Persian customer assistants, and document automation, with governance requirements and a low-risk pilot path.
An evidence-first checklist for selecting an AI company in Iran: define the workflow, test Persian performance, examine security, measure a pilot, and negotiate an exit.
Iranian AI is more than a label. A decision guide for weighing local platforms against foreign tools: data residency, access resilience, Persian quality, and a fair evaluation checklist.
The next generation of enterprise AI should not merely produce an answer. It should show the evidence, uncertainty, authority, and action path behind it.
Synthetic data needs provenance, purpose, validation, contamination controls, and a retirement rule. Artificial does not mean anonymous or harmless.
Small multimodal models can deliver private, low-latency perception on devices—if teams design around their limits instead of pretending they are miniature frontier models.
When an agent can buy, the payment system must bind identity, intent, item, payee, budget, receipt, and dispute rights into one controlled transaction.