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LLM stories

Large language models have moved from research curiosity to production infrastructure. This topic focuses on LLM APIs, fine-tuning, RAG pipelines, agent frameworks, and the economics of running models at scale.

HN discussions here tend to be unusually practical — benchmark comparisons, cost breakdowns, and real deployment war stories from teams shipping LLM features.

889 stories archived · Page 1 of 30

RSS feed for LLM

Kern Sandbox, a rootless container for LLM-generated code

getkern.dev · 2 points · 1 comments

Redthread – autonomous LLM pentesting with proof-of-concept exploits

millenniums.ai · 2 points · 0 comments

Prompting Claude Opus 5.5

platform.claude.com · 36 points · 172 comments

"The refrigerator is dead": Samsung's AI fridges shut down after update

notebookcheck.net · 8 points · 6 comments

Cartopolis, interactive globe-sized 3D world

code.garage44.eu · 13 points · 3 comments

Squint – Drag a box on your screen and ask AI about it

heysquint.com · 3 points · 0 comments

Fragment of oldest known peace treaty found in Turkey

livescience.com · 15 points · 11 comments

How are you getting inference for personal projects?

2 points · 3 comments

"As a Language Model": Chat Template Switches LLM Self-Referential Voice

arxiv.org · 65 points · 101 comments

Claude Deleted 48k Files

web.archive.org · 4 points · 0 comments

42x faster prompt lookup drafting in llama.cpp

jadidbourbaki.github.io · 7 points · 12 comments

Font where each token is equal-width

twitter.com · 4 points · 14 comments

Understanding the Impact of LLM Watermarking on AI Agent Behavior

lasso.security · 19 points · 71 comments

How to keep enjoying programming in a world of LLMs

discourse.haskell.org · 17 points · 332 comments

A single function Jev-like wrapper for LLMs, including vision models

allanrbo.blogspot.com · 44 points · 45 comments

Generate fonts where every LLM token is the same width

ampdot.mesh.host · 3 points · 23 comments

Advice to a Beginning Graduate Student (2001)

cs.cmu.edu · 23 points · 21 comments

Towards GPU Type Inference

winwang.blog · 7 points · 0 comments

Xtriever – offline RAG retrieval on a phone

github.com · 2 points · 0 comments

Ctxfw – In-memory AST pruner and token firewall for Cursor and Claude

github.com · 2 points · 0 comments

How do you use LLMs to secure your code and services?

3 points · 1 comments

Running local LLMs on your Mac: what fits, what's free, and what's overkill

typetab.app · 4 points · 0 comments

I stopped letting LLMs do arithmetic

medium.com · 7 points · 1 comments

OpenAI and Microsoft Admits LLMs Are Destroying the Web and Built on Theft

404media.co · 8 points · 1 comments

Paul Graham on LLMs 'Thinking'

twitter.com · 12 points · 30 comments

Fine-tuned 110M encoder beat 7B LLMs and hybrid search for NIST mapping

github.com · 2 points · 0 comments

Using LLMs to trace alchemical knowledge and decode 17th century letters

resobscura.substack.com · 32 points · 43 comments

Best LLM for every budget, updated daily

bestmodelforyourbudget.terrydjony.com · 3 points · 112 comments

Jev Is Not a Language Model, but It Breaks Like One

blog.checkpoint.com · 30 points · 6 comments

What Is RLCD? The Secret Behind Jev

di-zhang-llm.github.io · 8 points · 8 comments