DPDP Rules notified November 2025, full enforcement by May 2027, penalties up to ₹250 crore. What the timeline means for AI training…
humaineeti Editor
Benchmark data across 100 runs shows LangGraph 2.2x faster than CrewAI and an 8-9x token spread. Plus why AutoGen entering maintenance mode…
humaineeti Editor
Agents scored only on final output pass 20-40% more tests than trajectory evaluation reveals. A practitioner guide to the three evaluation layers,…
humaineeti Editor
Eval-as-a-service exists because building a credible evaluation capability is a sustained commitment. A build-versus-buy framework that separates the generic infrastructure layers from…
humaineeti Editor
Most GenAI readiness assessments produce a maturity score and a slide deck. What separates one that changes your roadmap: five dimensions assessed…
humaineeti Editor
Industry analysis puts the RAG failure point at retrieval roughly 73% of the time. A practitioner guide to chunking, hybrid search, reranking…
humaineeti Editor
The RBI's FREE-AI report sets out seven sutras, six pillars and 26 recommendations for AI in Indian finance. What BFSI engineering teams…
humaineeti Editor
NITI Aayog's seven responsible-AI principles, and how they map to engineering practice: disaggregated evaluation, decision logging, and how the DPDP, RBI and…
humaineeti Editor
Why pure vector search underperforms on enterprise queries, and how MongoDB Atlas handles hybrid retrieval natively with $rankFusion, $scoreFusion and a $rerank…
humaineeti Editor
MCP standardises agent-to-tool integration and has become infrastructure. It also introduces tool poisoning, a persistent attack class now covered by the OWASP…
humaineeti Editor
