Aditya bhatt AI Interview tool which is 100% open source The Problem — The gap nobody talks about Surveys scale but miss nuance. Interviews capture depth but don't scale. You've always had to pick one. Google Forms SurveyAgent "Rate your experience 1-5" "Te... 02-Apr-2026 Personal
Aditya bhatt The Best People Are Burning Out Faster Than Ever Impossible Is Now Possible—and the Best People Are Burning Out Faster Than Ever The ceiling didn't just rise. It vanished. Before AI, certain things were structurally impossible for one person. You ne... 31-Mar-2026 Personal
Aditya bhatt The Universal AI Interface The Universal AI Interface The era of single-purpose apps is ending. One AI agent for everything is here. You're sitting in a meeting. Your electricity bill is due today. Normally, you'd stress about ... 15-Mar-2026 Personal
Aditya bhatt The Stochastic Parrot Problem: Why LLMs Fail When It Actually Matters Abstract Through two real conversations—one about backend architecture, one about a medical emergency—I discovered the hard boundary between what Large Language Models can and cannot do. While useful ... 30-Jan-2026 AI Research
Aditya bhatt Monte Carlo Tree Search Might Just be the way of life Monte Carlo Tree Search: A Philosophy for Living An essay on why iteration beats calculation when the future is unknowable I. The Problem with Perfect Planning We are taught, from childhood, that succ... 10-Jan-2026 Personal
Aditya bhatt Tinker ; Might be huge for researchers and developers SUPERVISED FINE-TUNING FOR SYMPTOM CLASSIFICATION: A TINKER API CASE STUDY ABSTRACT Trained Llama-3.2-1B on 30 mental health examples using LoRA (rank=32). Achieved 94% loss reduction (4.0 → 0.25) ove... 02-Jan-2026 AI Research
Aditya bhatt Distillation Learnings Why My First Knowledge Distillation Experiment Failed (And How I Fixed It) Date: December 19, 2025 I've been reading the DeepSeek-V3.2 paper and wanted to understand knowledge distillation hands-on. S... 18-Dec-2025 AI Research
Aditya bhatt Continual Pretraining Continual Pre-Training of Large Language Models: A Practitioner's Guide Aditya Bhatt December 2025 Abstract Large Language Models (LLMs) are typically trained on static datasets, leading to knowledge ... 07-Dec-2025 AI Research
Aditya bhatt MCP is actually Useful Why MCP (Model Context Protocol) Is Actually Useful: A Journey from Skepticism to Understanding When I first heard about the Model Context Protocol (MCP), my reaction was pretty dismissive: "Isn't thi... 25-Nov-2025 AI Projects
Aditya bhatt Flash Attention + ROPE is Great Training Language Models from Scratch: A Systematic Study of Scaling Laws and Modern Architectural Techniques Abstract We present a systematic empirical investigation of transformer language model tra... 21-Nov-2025 AI Research
Aditya bhatt Verifying scaling laws Empirical Validation of Scaling Laws: How Model Size and Training Impact Language Generation Abstract We present a systematic investigation of scaling behavior in transformer-based language models. Th... 15-Nov-2025 AI Research
Aditya bhatt Things for people younger than 25 Years old which no one told me Turning 25: Lessons for People Younger Than Me 1. Most things in life are cured with time. You can have issues—most issues will get sorted with time. That doesn't mean you shouldn't do anything to fix... 03-Nov-2025 Personal