RAG vs Fine-Tuning vs Search: How Should an AI Application Retrieve Knowledge?
Decide between Conventional Hybrid Search, Retrieval-Augmented Generation (RAG), and LoRA Fine-Tuning in 2026 across freshness, citations, ACLs, and cost.
Writing & explainers
Blog.
Articles by Aniket Thakur on Technology, Product, Auto, and Finance.
Real-Time Voice AI: The Shift from Speech-to-Text to Full-Duplex Conversation
Compare cascaded STT-LLM-TTS voice pipelines with native full-duplex speech models like Moshi. Master latency, VAD, barge-in handling, and WebRTC transport.
Small Language Models vs Frontier AI: When Smaller Models Win
Discover when Small Language Models (1B–14B) outperform frontier LLMs in 2026: latency, cost, LoRA fine-tuning, edge deployment, and cascade routing.
TechnologyFeatured
Sovereign AI in India: What It Means for Models, Data, and Compute
Understand Sovereign AI in India in 2026: domestic compute autonomy, IndiaAI Mission open-source mandates, data residency (DPDP/RBI), and architectural trade-offs.
Structured Data for AI Search: What Schema.org Can and Cannot Do
Learn what Schema.org JSON-LD (`Article`, `FAQPage`, `SoftwareApplication`) actually does for traditional and AI search in 2026—and avoid common schema myths.
Why AI Search Engines May Ignore Your Pages: Crawling, Rendering, and Content Quality
Diagnose why AI search engines and RAG crawlers ignore your web pages in 2026: JavaScript CSR traps, DOM bloat, canonical conflicts, and low passage density.
Best 150cc Bikes in India for City Riding
Compare Best 150cc Bikes in India for City Riding with verified October 2026 Delhi ex-showroom and on-road prices, real-world mileage, variants, and buyer recommendations for Yamaha FZS-FI V4 / FZ-S Fi Hybrid, Honda Unicorn (OBD2B), and TVS Apache RTR 160 4V (USD & Dual-Channel ABS).
Best Bikes for Both City Riding and Highway Trips
Compare Best Bikes for Both City Riding and Highway Trips with verified October 2026 Delhi ex-showroom and on-road prices, real-world mileage, variants, and buyer recommendations for Bajaj Pulsar N250 / Pulsar NS200, TVS Apache RTR 160 4V (USD & Dual-Channel ABS), and Royal Enfield Hunter 350.
Best Bikes Under ₹1 Lakh in India
Compare Best Bikes Under ₹1 Lakh in India with verified October 2026 Delhi ex-showroom and on-road prices, real-world mileage, variants, and buyer recommendations for Honda SP 125 (TFT RoadSync Edition), TVS Raider 125, and Hero Xtreme 125R.