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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 3 of 30

RSS feed for LLM

Prompts 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