Keyur RamoliyaSteve Jobs’ famous 2x2 Matrix StrategyIn 1997, something very important happened to Apple, a company that makes computers and other tech stuff. Steve Jobs, one of the people who…Aug 15Aug 15
Keyur RamoliyainThe Deep HubRAG Foundry: A Framework for Enhancing LLMs for RAGIn recent years, the field of artificial intelligence has gone through a lot of advancements, particularly in the domain of Large Language…Aug 9Aug 9
Keyur RamoliyainThe Deep HubModel Collapse in AIIn recent years, artificial intelligence (AI) has become an integral part of our daily lives, assisting us with tasks ranging from writing…Aug 21Aug 21
Keyur RamoliyainGoPenAISemantic Caching in RAG ApplicationsImagine you’re running an application that uses a Large Language Model (LLM) like GPT-4, Anthropic Claude, etc. to answer customer…Jul 30Jul 30
Keyur RamoliyaTesla’s Open-Source Patent StrategyIn 2014, Tesla made a big decision to share its patents with everyone. This move, which allowed other companies to use Tesla’s technology…Jul 27Jul 27
Keyur RamoliyainThe Deep HubSpreadsheetLLM: Encoding Spreadsheets for Large Language ModelsSpreadsheets have long been a fundamental tool in data management and analysis. However, their complex structures have posed significant…Jul 24Jul 24
Keyur RamoliyainThe Deep HubTest-Time Training (TTT): A New Approach to Sequence ModelingIn artificial intelligence (AI) and natural language processing (NLP), sequence modeling is incredibly important. It’s the foundation for…Jul 18Jul 18
Keyur RamoliyaIlya Sutskever on The Magic of Neural NetworksRecently I watched a talk by Ilya Sutskever on neural networks, and I’ve got to say, it was pretty mind-blowing. Let me break down some of…Jul 10Jul 10
Keyur RamoliyaTransformer and HallucinationsThe original transformer’s architecture is similar to the one below. But let’s avoid discussing the way it is represented. We will use…Jul 7Jul 7
Keyur RamoliyaThe Lean StartupThe Lean Startup methodology, as outlined in the book “The Lean Startup” by Eric Ries, offers a powerful and systematic approach for…Jun 30Jun 30