Deepak Babu P RThe Need for Machines to UnlearnMachine learning (ML) and artificial intelligence (AI) are fundamentally about learning patterns and models from data or a collection of…Aug 27Aug 27
Deepak Babu P RReflections on the Databricks Data + AI Summit — Experiments to ProductionI had a fantastic time at the Databricks Data + AI Summit (DAIS) 2024, connecting with over 2K+ participants from diverse backgrounds…Jun 25Jun 25
Deepak Babu P RThe Evolution of Siri: A Leap in Language Understanding and ActionI might be biased, but it seems that Siri’s ability to understand and execute commands has recently taken a significant leap forward. This…Jun 9Jun 9
Deepak Babu P RThinking-Out-Loud on “SWE Agent |Agent-Computer Interfaces”Welcome to “Thinking-Out-Loud,” a series where I delve into intriguing research papers and share my spontaneous reflections, insights, and…Jun 7Jun 7
Deepak Babu P RScalable Oversight in AI: Beyond Human SupervisionIn recent years, the field of artificial intelligence has experienced unprecedented growth. Two driving forces underpin this advancement…May 20May 20
Deepak Babu P RAudio Language Models and Multimodal ArchitectureMultimodal models are creating a synergy between previously separate research areas such as language, vision, and speech. These models use…Mar 31Mar 31
Deepak Babu P RJoint Audio-Language Embedding Model for Representation LearningWe have been discussing audio and language models in last few posts (Multimodal audio-language LMM and Qwen-Audio FM). In continuation to…Jan 22Jan 22
Deepak Babu P RMultimodal Mastery: The Qwen Audio Foundation Models for Advanced Audio Understanding and ReasoningAs a follow-up to the last blog on large multimodal audio models (LMM), we’re here to explore an open-source large LMM audio model. While…Jan 10Jan 10
Deepak Babu P RThe Dawn of Synthetic Brains: How Large Language Models Are Shaping AI AgentsRecent advancements in Large Language Models (LLMs) have demonstrated a significant capability for reasoning and planning, a trait…Dec 29, 2023Dec 29, 2023