AI-Generated Evidence and Legal Documents: Why Provenance and Disclosure Matter
Understand the risks of hallucinated citations, synthetic evidence, and electronic record provenance under India's Bharatiya Sakshya Adhiniyam (BSA) and IT Rules.
Writing & explainers
Blog.
Articles by Aniket Thakur on Technology, Product, Auto, and Finance.
AI-Generated Pull Requests: How to Review Code Written by Autonomous Agents
A practical engineering guide to reviewing AI-generated pull requests in 2026: spot subtle logic bugs, tautological tests, security flaws, and architectural drift.
AI Governance in India: What Businesses Need to Know About Emerging Rules
Understand India's 2026 AI governance landscape: separate binding law (DPDP Act 2023, DPDP Rules Nov 2025, IT Rules Amendment Feb 2026) from MeitY's 7 Sutras.
AI in Indian Banking and Fintech: Fraud Detection, Underwriting, and Customer Support
Learn how Indian banks, NBFCs, and fintechs deploy AI in 2026 under the RBI FREE-AI framework: UPI fraud detection, Account Aggregator underwriting, and explainability.
AI in Indian Education: Personal Tutors, Automated Assessment, and the Risks of Over-Reliance
Explore how AI is transforming Indian education in 2026: Socratic NCERT/competitive-exam tutors, vernacular accessibility, DPDP minor data rules, and cognitive offloading.
AI Inference Is the New Bottleneck: How to Serve LLMs Faster and Cheaper
Master LLM inference optimization in 2026: continuous batching, PagedAttention, RadixAttention prefix caching, FP8/INT4 quantization, and speculative decoding.
AI Memory and Context Windows: Why Long Conversations Still Fail
Understand why 1M-token context windows do not solve AI memory in 2026. Learn about context rot, lost-in-the-middle attention dilution, and stateful memory tiers.
AI Reasoning Models vs Standard Chat Models: What Is Actually Different?
Understand how AI reasoning models (like DeepSeek-R1 and Qwen3 thinking modes) differ from standard chat models: RLVR training, inference-time compute, and costs.
AI Search vs Traditional Google Search: How Discovery Is Changing in 2026
Compare AI search engines (RAG answer engines, AI Overviews) with traditional Google Search in 2026: query fan-out, passage retrieval, citations, and click behavior.