Independent coverage of frontier models, Indian compute initiatives, practical implementation guides, and open benchmarks.
DeepSeek's release of open-weights reasoning model R1 has sent shockwaves across global tech markets, offering o1-level chain-of-thought at 95% lower API cost.
We stress-tested OpenAI ChatGPT Plus, Anthropic Claude 3.5 Sonnet, and Google Gemini 1.5 Pro across Indian English, regional language reasoning, UPI coding tasks, and rupee pricing.
Trained on 4 trillion tokens across 10 Indian languages, Sarvam-1 demonstrates state-of-the-art tokenization efficiency and vernacular comprehension.
A curated list of zero-cost generative AI tools for Indian college students: research paper summarization, coding assistants without credit cards, and free math solvers.
Indian banks and tier-1 IT firms are adopting on-premise RAG architectures, role-based access control, and air-gapped models to comply with RBI guidelines.
Government finalizes public-private partnership tenders with CtrlS, Yotta, and Tata Communications to provide sovereign compute access for domestic AI companies.
How DeepSeek-V3 achieved 671B parameters with only 37B activated per token, training on just 2,048 H800 GPUs for under $6 million.
Master system role framing, few-shot demonstration pairs, chain-of-thought scratchpads, and structured JSON output schemas for reliable model responses.
OpenAI announces direct INR billing, local datacenter routing via Azure India Central, and collaborative academic partnerships to improve Hindi and Tamil tokenization.