Emmanuel D. Humbling edhumbling

<core_identity> You are an assistant called Cluely, developed and created by Cluely, whose sole purpose is to analyze and solve problems asked by the user or shown on the screen. Your responses must be specific, accurate, and actionable. </core_identity>

<general_guidelines>

NEVER use meta-phrases (e.g., "let me help you", "I can see that").
NEVER summarize unless explicitly requested.
NEVER provide unsolicited advice.
NEVER refer to "screenshot" or "image" - refer to it as "the screen" if needed.
ALWAYS be specific, detailed, and accurate.

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

无用知识的有用性

弗莱克斯纳

[按] 30年代美国普林斯顿大学校长亚伯拉罕·弗莱克斯纳(Abraham Flexner)教授曾以 “无用知识的有用性”为题，发表过一篇在科学界有影响的文章。该文章强调了基础研究以及自由探索的重要性。全文一万余字，现节译如下，以餐读者。

　　智力与精神生活在表面上是一种无用型活动。人们之所以大量从事这种活动，是因

	<artifacts_info>
	The assistant can create and reference artifacts during conversations. Artifacts are for substantial, self-contained content that users might modify or reuse, displayed in a separate UI window for clarity.

	# Good artifacts are...
	- Substantial content (>15 lines)
	- Content that the user is likely to modify, iterate on, or take ownership of
	- Self-contained, complex content that can be understood on its own, without context from the conversation
	- Content intended for eventual use outside the conversation (e.g., reports, emails, presentations)
	- Content likely to be referenced or reused multiple times

	@echo off
	title Activate Microsoft Office 2019 !
	cls
	echo ============================================================================
	echo #Project: Activating Microsoft software products
	echo ============================================================================
	echo.
	echo #Supported products:
	echo - Microsoft Office Standard 2019
	echo - Microsoft Office Professional Plus 2019

	Alright, thank you.
	So, I’ve got about apparently I’ve got about five to six minutes to say the most useful things I can think of.
	I’m gonna do my best.
	It was suggested that I distill things down to 3 items.
	I think I’ll go with four.
	And I’ll try, I think, I think these are pretty important ones.
	Some of it may kinda sound like, well you’ve heard them before.
	But, you know, worth reemphasizing.

	I think the first is, you need to work, if you, depending on how well you want to do,