Most people have no clue how to handle a toxic leader. Toxic leaders are killing company growth and pushing top performers out the door. How do you navigate the chaos of a toxic leader? In this matrix I show you the 10 of the most toxic leadership styles and what you can do to

What happens when an LLM’s internal knowledge conflicts with retrieved info? In #ClashEval (to appear in #NeurIPS2024) we find OpenAI models have much more retrieval bias than Claude, Gemini or Llama, often deferring to incorrect retrieved info, ignoring LM's correct prior. 1/2

@levelsio This is for MySQL, but the theory should translate just fine aaronfrancis.com/2021/efficient…

Paul Graham on how to get startup ideas

I don't wanna say "I told you so", but I told you so. Quote: "Ilya Sutskever, co-founder of AI labs Safe Superintelligence (SSI) and OpenAI, told Reuters recently that results from scaling up pre-training - the phase of training an AI model that uses a vast amount of unlabeled

Last week, we asked Devin to make a change. It added an event on the banner component mount, which caused 6.6M PostHog events in one week, which will cost us $733 Devin cost $500 + $733 = $1273 😢👍 Lesson - Review AI-generated code multiple times

This is an absolutely INSANE take. Tell me you've never built a tech startup without telling me you've never built a tech startup.

i need 50 hours in a day 24 is not enough

I was drowning in the "chase latest tech & programming language" culture. It was a tireless pursuit of unnecessary complexities. Until I know about Paul Graham and Lisp. I was settled!

Efficiency in LLMs Pay attention, devs. This is one of the most comprehensive benchmarks to date on improving the efficiency of LLMs. You don't see reports like this every day. Here are my notes:

Shocker! Claude 4 system prompt was leaked, and it's a goldmine! The Claude system prompt incorporates several identifiable agentic AI patterns as described in "A Pattern Language For Agentic AI." Here's an analysis of the key patterns used: Run-Loop Prompting: Claude

🧵 1/8 The Illusion of Thinking: Are reasoning models like o1/o3, DeepSeek-R1, and Claude 3.7 Sonnet really "thinking"? 🤔 Or are they just throwing more compute towards pattern matching? The new Large Reasoning Models (LRMs) show promising gains on math and coding benchmarks,

I'm Boris and I created Claude Code. Lots of people have asked how I use Claude Code, so I wanted to show off my setup a bit. My setup might be surprisingly vanilla! Claude Code works great out of the box, so I personally don't customize it much. There is no one correct way to