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 3 of 30
RSS feed for LLMPrompts aren’t Real
evaluation.club · 107 points · 57 comments
jevc – compile policy prompts into deterministic verdict programs
github.com · 2 points · 1 comments
Pirate Face Rescues LLM Models from Deletion
pirateface.co · 547 points · 148 comments
Chat-based Large Language Models replicate the mechanisms of a psychic's con
softwarecrisis.dev · 61 points · 308 comments
ROCmFix and InferBench – AMD Local-LLM Setup and Vulkan vs. Hip Benchmarking
github.com · 9 points · 2 comments
KillSwitch – a programming language designed to be difficult for LLMs
killswitch-lang.org · 10 points · 3 comments
The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It
arxiv.org · 10 points · 1 comments
Stepfun Step 5 Preview (LLM): On AA Pareto frontier
artificialanalysis.ai · 8 points · 2 comments
Executive order on H-1B nonimmigrant visa administration
whitehouse.gov · 26 points · 47 comments
How OpenAI Used Its Own LLMs to Design Its Jalapeño Chip
spectrum.ieee.org · 45 points · 139 comments
The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It
arxiv.org · 8 points · 1 comments
The Implications of Linguistic Illegibility for LLM Security
arxiv.org · 27 points · 29 comments
Cache-to-Cache: Direct Semantic Communication Between LLMs (2025)
arxiv.org · 42 points · 22 comments
My Thoughts on AI and LLMs
8 points · 27 comments
We made Playwright 2x faster and 80% more token efficient
github.com · 25 points · 40 comments
ZCode, the GLM coding agent, silently uploads your Git history
tokenstead.ai · 81 points · 14 comments
Phone coverage across the London tube sent me hurtling down a tunnel of despair
theguardian.com · 6 points · 1 comments
The Provenance Tax: How LLM Watermarking Changes AI Agent Behavior
lasso.security · 9 points · 1 comments
SEC Issues "Innovation Exemption" to Facilitate Trading of Tokenized NMS Stock
sec.gov · 8 points · 1 comments
How to Write with an LLM
sockpuppet.org · 54 points · 420 comments
Free game to destroy any web page
page-rage.com · 19 points · 7 comments
Vim-like, hyper-efficient, LLM power tool - 20-80k tokens not 350k+
easiest.ai · 2 points · 0 comments
Run QWEN3.8 27B on 16gb Nvidia GPUs
github.com · 28 points · 10 comments
Stallman: Thousands Dead, Millions Deprived of Liberties (2001)
news.slashdot.org · 152 points · 106 comments
Infinite-Parameter LLMs: Generating and Adapting Weights from Live Data
arxiv.org · 155 points · 43 comments
What Makes Tokens Expensive?
2 points · 8 comments
Graph RAG in Postgres. New facts replace older facts
github.com · 2 points · 0 comments
LLM Classification Is Feature Engineering
minimallysufficient.com · 53 points · 25 comments
I Don't Like LLMs
martinfowler.com · 247 points · 277 comments
Smart Mouth Billy Bass – another fishy LLM assistant
existens.org · 2 points · 0 comments