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.
898 stories archived · Page 26 of 30
RSS feed for LLMGM Backs Sodium Ion Batteries for U.S. Grid Storage
spectrum.ieee.org · 207 points · 105 comments
Becoming a Research Engineer at a Big LLM Lab
maxmynter.com · 54 points · 21 comments
Awsmux – Multi-account AWS CLI, up to 5.4x faster, 7.4x fewer tokens
github.com · 10 points · 4 comments
LLM Usage in Debian: Three Proposals
debian.org · 215 points · 212 comments
Running a 28.9M parameter LLM on an $8 microcontroller
github.com · 286 points · 74 comments
What is the status on continual learning for LLMs?
5 points · 14 comments
HotPin – lossless 120B MoE inference on 24GB RAM (CPU, 50 loc)
7 points · 0 comments
A system prompt to get AI to stop pretending to be human
swiftrocks.com · 35 points · 14 comments
Politician reads AI prompt during assembly
youtube.com · 70 points · 48 comments
Brazilian farmers tokenized dairy cows to get loans, bypassing bank limits
coindesk.com · 60 points · 54 comments
The AI Boom Made Average People More Interesting
alec.is · 7 points · 0 comments
Will it be possible to do LLM Pool Training?
2 points · 2 comments
What happens behind the scenes when we change effort for same LLM models?
11 points · 8 comments
2x, not 10x: coding with LLMs in 2026
obryant.dev · 278 points · 243 comments
Has anyone figured out how to guard LLMs on kernel level?
2 points · 1 comments
TS Compiler Knowledge Graph reducing AI tokens about 90%
github.com · 3 points · 0 comments
The Productivity Mirage
frantic.im · 15 points · 0 comments
Opposing ICE Might Save the Country. It Could Also Ruin Your Life
wired.com · 7 points · 2 comments
"We removed over 80% of Claude Code's system prompt for Opus 5 and Fable 5"
twitter.com · 20 points · 2 comments
AI Meter – Local token usage with energy and water estimates
ai-meter.app · 2 points · 2 comments
GR: Ban LLM Contributions from Debian
lists.debian.org · 7 points · 0 comments
Falsities of LLM Negationists
xlii.space · 5 points · 1 comments
GPL Infection of LLMs?
4 points · 0 comments
Debian launches competing General Resolutions on LLM usage in Debian code
debian.org · 15 points · 1 comments
AMD and Cerebras Launch AI Inference Solution
cerebras.ai · 28 points · 9 comments
Pizauth: An OAuth2 token requester daemon
github.com · 4 points · 0 comments
Why call it "inference" instead of just "model hosting"?
6 points · 9 comments
Sourceminder.org - token-efficient code search
sourceminder.org · 4 points · 2 comments
Is anyone giving out tokens for benchmarking LLMs?
3 points · 1 comments
China Wields Its Rare Earth Leverage over Europe with New Export Controls
nytimes.com · 6 points · 2 comments