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theaidownload.substack.comLatest Issues
StackOverflow's LLM-Accelerated Decline
Yesterday, George Orosz pointed out quite the trend, documented by Theodore R. Smith:
The number of questions being asked on StackOverflow has been in decline since 2017 (after reaching a peak in 2014). But the gentle slope turned into a n...
Claude's System Prompt: Chatbots Are More Than Just Models
A couple days ago, Ásgeir Thor Johnson convinced Claude to give up its system prompt. The prompt is a good reminder that chatbots are more than just their model. They’re tools and instructions that accrue and are honed, through user feedbac...
How to use LLMs to help me write code
Online discussions about using Large Language Models to help write code inevitably produce comments from developers who’s experiences have been disappointing. They often ask what they’re doing wrong—how come some people are reporting such g...
MCPs are APIs for LLMs
Everyone is suddenly talking about Model Context Protocol (MCP), without explaining what it is. On Google Trends, searches for, “What is MCP?” are rising nearly as fast as those for “Model Context Protocol”.
Here’s the headline: MCP server...
The Wisdom of Artificial Crowds
At their core, LLMs are average machines. They predict the next token based on the sum of all the data they’ve been trained on. Much of the time, this is exactly what we want: the consensus answer to a question, derived from an internet’s w...
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