Infrastructure
The systems AI runs on – compute, chips, data centers, inference, retrieval and memory – and the economics of serving intelligence at scale
Concepts
+2
10 min read
May 21, 2026
AI 101: From Tokens to Answers: What Actually Happens During LLM Inference
How LLM inference works end-to-end: tokenization, embeddings, prefill, decode, KV cache, batching, retrieval, and modern inference orchestration.
AI 101
+3
11 min read
May 6, 2026
AI 101: Agentic Vector Databases – What Is That?
How vector databases are evolving for AI agents: agentic RAG with Qdrant, memory layers with Weaviate Engram, and Pinecone Nexus knowledge engine explained.
Concepts
+4
13 min read
Apr 22, 2026
AI 101: How Token Taxonomy Affects Your Bill
From reasoning tokens to vision patches – your guide to the species that now shape AI cost, speed, and capability
AI 101
+3
12 min read
Mar 18, 2026
Nemotron 3 and the Surprising Coalition Building New AI in the Open
How NVIDIA amplifies the open model space with an outstanding lineup of partners: Black Forest Labs, Cursor, LangChain, Mistral AI, Perplexity, Reflection AI, Sarvam and Thinking Machines
Concepts
+2
14 min read
Feb 25, 2026
AI 101: The Inference Chip Wars – MatX, Taalas, and the Cracks in the GPU Era
From NVIDIA Vera Rubin to model-as-hardware, and why “inference chips” are no longer one category
AI 101
+1
13 min read
Sep 10, 2025
Intelligence Processing Unit (IPU) and other alternatives to GPU/TPU/CPU
Everything you need to know about CPU, GPU, TPU, ASICs, APU, NPU and others, unpacking the meaning behind these abbreviations
Concepts
+3
10 min read
Apr 2, 2025
LLM Inference Explained: Latency, Throughput & How It Work
How to optimize LLM inference latency and throughput: quantization, batching, KV cache, speculative decoding, GPU vs TPU, and hardware accelerators.
AI 101
+2
7 min read
Sep 11, 2024
What is HybridRAG?
we discuss the innovative combination of VectorRAG and GraphRAG in HybridRAG, its impact on financial document analysis and other areas of implementation, and clarify related terms for better understanding
AI 101
+2
8 min read
Aug 14, 2024
What is Speculative RAG
Speculative RAG uses a small drafter model and a large verifier to improve speed and accuracy. Learn how it works, where it excels, and its key limitations
AI 101
+3
4 min read
Jul 10, 2024
What is LongRAG framework?
LongRAG uses 4K-token retrieval units instead of 100-word chunks, reducing corpus size 30×. How LongRAG architecture works and how it compares to standard RAG.
