/
Navigation
C
Chronicles
Browse all articles
C
E
Explore
Semantic exploration
E
R
Research
Entity momentum
R
N
Nexus
Correlations & relationships
N
~
Story Arc
Topic evolution
S
Drift Map
Semantic trajectory animation
D
P
Posts
Analysis & commentary
P
Browse
@
Entities
Companies, people, products, technologies
Domains
Browse by publication source
Handles
Browse by social media handle
Detection
?
Concept Search
Semantic similarity search
!
High Impact Stories
Top coverage by position
+
Sentiment Analysis
Positive/negative coverage
*
Anomaly Detection
Unusual coverage patterns
Analysis
vs
Rivalry Report
Compare two entities head-to-head
/\
Semantic Pivots
Narrative discontinuities
!!
Crisis Response
Event recovery patterns
Connected
Nav: C E R N
Search: /
Command: ⌘K
Embeddings: large
VOICE ARCHIVE

@jamesdouma

@jamesdouma
2 posts
2025-04-08
@karpathy Many of these traits also apply to internet search - it adds cheap and accessible broad+shallow capabilities to the general population. This empowers individuals more than organizations by the mechanisms you describe.
2025-04-08 View on X
@karpathy

LLMs, unlike prior transformative tech like the internet, disproportionately benefit regular people, with a muted, slower impact on corporations and governments

> They had to permit personal devices to be used work, but wanted to see enough justification to do that = catch-22. Took a while before an employee could use gmail, calendar, slac...

A nice framework for understanding the impact of LLMs: for now the overall impact is more about making everyone pretty good at everything rather than making experts more expert. The latter is important long term but the former happens sooner. (Like Google search)
2025-04-08 View on X
@karpathy

LLMs, unlike prior transformative tech like the internet, disproportionately benefit regular people, with a muted, slower impact on corporations and governments

> They had to permit personal devices to be used work, but wanted to see enough justification to do that = catch-22. Took a while before an employee could use gmail, calendar, slac...