Peter Gostev on Twitter / X

One year as an AI Engineer: The 5 biggest misconceptions about LLM reliability I've encountered

535 votes, 59 comments. After spending a year building evaluation frameworks and debugging production LLM systems, I've noticed the same…

Dan Shipper 📧 on Twitter / X

this is true and is a big reason why you don’t need to be a highly technical researcher to use LLMs in surprising and novel ways https://t.co/TuxNzXzToU— Dan Shipper 📧 (@danshipper) July 27, 2025

LLMs believe false statements even after explicit warnings that they're false

Fine-tuning tests show "bias... toward confidently representing the claims as true."

The LLM Critics Are Right. I Use LLMs Anyway.

I almost agree with all of the LLM critics, yet I still use LLMs a lot. I know this sounds like I am delusional, but I don't think I am alone with it.

The LLM Critics Are Right. I Use LLMs Anyway.

I almost agree with all of the LLM critics, yet I still use LLMs a lot. I know this sounds like I am delusional, but I don't think I am alone with it.

When benchmarks go bad - what I learned from measuring performance wrong - Holly Cummins

The world of performance analysis is littered with flawed claims, cognitive biases, dangerous intuitions, and beguiling fallacies. Sadly…

There's Something Fundamentally Wrong With LLMs

LLMs aren't trained on the "vast majority of speech," experts warn, a major blind spot that could have sweeping consequences.

This Web Tool Sabotages AI Chatbots By Making Them Really, Really Slow

Artist Sam Lavigne created ‘Slow LLM’ to make people question their dependence on tools like Claude and ChatGPT. Or at least, make them super annoying to use.

My AI Skeptic Friends Are All Nuts

My smartest friends have bananas arguments about LLM coding.

My AI Skeptic Friends Are All Nuts

My smartest friends have bananas arguments about LLM coding.

LLM Leaderboard 2026 — Compare Top AI Models

Compare the latest LLM benchmarks for GPT, Claude, Gemini and more. Updated rankings across reasoning, coding, math, and multilingual tasks with pricing and speed data.

The scientific case for being nice to your chatbot

New research confirms that LLMs often perform better when you encourage them. But why?

Andrew Ho on Twitter / X

Not really observations that others before me haven’t made, but:- Despite the seemingly magical nature of LLMs, reflection over a >3 month timescale suggests my total productivity hasn’t increased by over 100%, or perhaps even by over 50%, and a lot of time is actually wasted…— Andrew Ho (@andrewho03) September 3, 2026