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⚡ AI Lessons
Dev.to · Simon Paxton
🧠 Large Language Models
⚡ AI Lesson
4mo ago
10^7-Dimensional LLM Memory, but Only If it Stays Sparse
A BDH seminar summary circulating in recent technical discussion frames LLM memory as a tradeoff...
Dev.to · Simon Paxton
🧠 Large Language Models
⚡ AI Lesson
5mo ago
Language-Agnostic Representations Show a Shared Semantic Workspace
The standard story is that LLMs work in words. They predict the next token, so surely their internal...
Dev.to · Simon Paxton
🧠 Large Language Models
⚡ AI Lesson
5mo ago
OpenAI Science Division Lasted 7 Months Before Codex Won
The OpenAI science division lasted about seven months as a named initiative. Kevin Weil announced...
Dev.to · Simon Paxton
🧠 Large Language Models
5mo ago
LLM Performance Drop: Hosted Models Feel Worse for 3 Reasons
I tried to answer a simple question: is the current LLM performance drop panic actually a real...
Dev.to · Simon Paxton
🧠 Large Language Models
⚡ AI Lesson
5mo ago
Meta’s Muse Spark Changes AI Competition Because a reasoning model Is Now a Distribution Layer
Meta has launched Muse Spark, a new reasoning model that it says is competitive on multimodal,...
Dev.to · Simon Paxton
🧠 Large Language Models
⚡ AI Lesson
5mo ago
AI Memory System: Why MemPalace Matters More Than Fame
A useful AI memory system does something boring and hard: it decides what to keep, what to forget,...
Dev.to · Simon Paxton
🧠 Large Language Models
5mo ago
Reduce LLM Hallucinations? Why 'Make-No-Mistakes' Fails
The first time you see it, it’s kind of perfect: a tiny folder in your Cursor skills called...
Dev.to · Simon Paxton
🧠 Large Language Models
⚡ AI Lesson
6mo ago
ChatGPT vs Chegg: The Day Answers Went Free
In 2021, a physics PhD grading problem sets at midnight could open Chegg and watch the questions flow...
Dev.to · Simon Paxton
🧠 Large Language Models
⚡ AI Lesson
6mo ago
Persona Drift: Why LLMs Go Insane Under Repetition
A model gets pinged every few seconds for the time. Nothing else. After enough rounds, it starts...
Dev.to · Simon Paxton
🧠 Large Language Models
⚡ AI Lesson
6mo ago
ChatGPT Legal Advice: How a CEO Turned a Tool into Evidence
Changhan Kim didn’t ask his lawyers first. He sat down, opened a browser, and typed a question...
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