Bhaulik Patel
@deployengineer
Forward Deployed Engineer; sharing my AI findings; podcast host @ deployed engineer podcast
You are in an AI engineer interview at Google. The interviewer asks: "Our data is spread across several sources (Gmail, Drive, etc.) How would you build a unified query engine over it?" You: "I'll embed everything in a vector DB and do RAG." Interview over! Here's what you…
How to compress 10 years of design experience into 6 months: Steal. Everything. Copywork is the most underrated design tool - it involves literally copying designs, pixel by pixel. Early in my career, I'd stare at blank Figma files for hours. Paralyzed. Waiting for…
software engineering is now more about managing reasoning systems, not just logic systems
Most engineers learn system design backwards. They jump to Kubernetes before they understand what a network packet even does. Here’s the order that actually makes you dangerous: 1. Networks first HTTP. TCP. DNS. Latency vs throughput. This is the part nobody studies. This is…
When planes first learned to land themselves, pilots did not lose control. They gained a safety net. Autoland systems did not replace the captain. They learned to interpret invisible radio beams, measure drift, and make thousands of micro-adjustments per second. Yet the pilot…
Perhaps language structure isn't arbitrary it emerged from physical beings modeling physical reality. If grammar encodes causality, space, time, agency... then sufficient generalizability over language might recover physical principles. Not because words are physics, but because…
Learn to ship. Shipping is a skill distinct from coding. Shipping is designing, coding, QAing, story-telling, teaching, marketing, selling, pivoting, iterating… It used to be that coding dominated in importance because of coding ability scarcity. AI will push you to go further.
every LLM would be at least 10% better if they augmented current date just at the start of the conversation
Math is the language of intelligence (Matrix Multiplications)
Highly recommend watching @dwarkesh_sp and @karpathy podcast. Learnt a lot about limitations of the current LLMs and the current context around Nano GPT
The @karpathy interview 0:00:00 – AGI is still a decade away 0:30:33 – LLM cognitive deficits 0:40:53 – RL is terrible 0:50:26 – How do humans learn? 1:07:13 – AGI will blend into 2% GDP growth 1:18:24 – ASI 1:33:38 – Evolution of intelligence & culture 1:43:43 - Why self…
the real metric for the success of an AI product is how much double checking do users have to do each time they use your product
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