Aditya bhatt My Best Guess for an AI-Driven World My Best Guess for an AI-Driven World In 2016, AI could play Go. In 2026, AI can play inside the systems humans actually live in. That is the real shift. Not intelligence inside a board game, but intel... 30-Jul-2026 ROAD TO AGI
Aditya bhatt The delusional generation The Delusional Generation (This blog reflects personal views. Reader discretion is advised.) Let me start with the only thing I'm sure of: the truth is grey. It bends with reference and context right ... 05-Jul-2026 Personal
Aditya bhatt A City Hall in Rio Just Shipped a Frontier AI Model. That Should Embarrass a Lot of People. A City Hall in Rio Just Shipped a Frontier AI Model. That Should Embarrass a Lot of People. There is a quiet lesson sitting inside a model called Rio 3.5 Open 397B , and it has very little to do with ... 14-Jun-2026 AI Research
Aditya bhatt How Cursor Trained Composer 2: A Systems Story When Cursor announced Composer 2 a few weeks ago, most of the attention went to the benchmark numbers and the price tag — frontier-class coding performance at roughly a tenth of the cost of Claude Opu... 28-May-2026 AI Research
Aditya bhatt Why Reasoning and Coding Models Are Dumb at Multi-Turn Dialogue Lost in the Conversation: Why Reasoning and Coding Models Are Dumb at Multi-Turn Dialogue A field report from the trenches of post-RLVR LLMs, with a case study, the research, and a researcher who saw ... 26-Apr-2026 AI Research
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