60 stories tagged with #llm, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Garden Reads – An offline e-reader with an on-device LLM that explains passages
A calm, private home for the books you already own — with a local AI that reads along, completely offline.…
Adaptive Agentic Attacks on LLM Vulnerability Detectors via Adversarial Comments
Large language models are increasingly deployed for security-sensitive tasks such as vulnerability detection and code review. Their reliance on natural-language context embedded in…
The Groundhog Trap – Multi-model consensus and AI output failover framework
The Groundhog Trap by Ricky Rojas: an open AI governance framework using multi-model consensus, adversarial validation, semantic routing, and LLM-as-a-Judge techniques for trustwor…
Titan Transients and LLM Scalability
GCC To Decline Any Significant Contributions Made Via AI/LLMs - Except For Test Cases
The GCC Steering Committee announced today that they have accepted the recommended policy of the GCC AI Policy Working Group, which means no 'legally significant' code contribution…
Enprompta – Prompt Registry, LLM Evals, and Observability for Production AI Apps
Trace every LLM call, score quality with automated evals, and update prompts at runtime — no redeploy needed.…
CodeCrucible: A blueprint for LLM-driven SAST
A practical blueprint for LLM-driven SAST using whole-repo context, chunking, filtering, and quality gates.…
How Profitable Is LLM Inference? Doing the Math on Kimi K3
A look at LLM inference economics (batch size, GPU count, and the Pareto frontier that sets token prices) applied to Kimi K3 with back-of-the-envelope math.…
My phone runs local LLMs faster than my gaming PC, and it's the setup I actually reach for every day
The PC wins on paper, but the phone wins in practice…
I Gave the Hardest Cryptic Crossword I Could Find to a Bunch of LLMs
And hey, fellow humans: I'm happy to report that this is one area in which we eat the machines for breakfast.…
Show HN: Vyne – Zapier for DeFi users, run from any LLM or the workflow builder
Composable DeFi agents on Solana — drag, drop, ship.…
OpenReviewer: A Specialized LLM for Generating Critical Scientific Paper Reviews
Maximilian Idahl, Zahra Ahmadi. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technolog…
I ran a local LLM on integrated graphics instead of buying a GPU, and the results surprised me
Most people assume local AI requires expensive hardware, but my real-world test on integrated graphics tells a different story.…
Show HN: Writekin – fine-tune a local LLM on your own writing, on your Mac
Writing that's kin to yours. Contribute to scouttyg/writekin development by creating an account on GitHub.…
The LLM browser that allows you explore current and other universes
The llm browser that allows you explore current and other universes - nettsundere/llmouser…
How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon
Five models, sustained generation, real wall-socket energy at $0.31/kWh — and the surprise the RTX-3090 numbers predicted, only bigger.…
Agentic Permissions Policy Algebra for Taint Confinement in LLM Agents
Autonomous LLM agents processing mixed-confidentiality data face severe security risks from prompt injection attacks and reasoning errors. While dynamic Information Flow Control (I…
A used Tesla V100 has quietly become the cheapest way to run local LLMs at home
Used data center cards are becoming the go-to for locally hosted LLMs…
My local LLM scored 6/6. It was wrong every time
Six months of trying to make a 1.2B model useful, and the measurement mistakes I made along the way.…
Show HN: Ctrlb-decompose: Strip the noise from logs before sending to LLMs
LLM-ready reasoning surface over logs. Contribute to ctrlb-hq/ctrlb-decompose development by creating an account on GitHub.…
Use Your Brain: Engineering Standards in the Age of LLM
Software development is not a niche anymore. The advent of LLMs made it possible for everyone to write their own software - and this is a good thing. However, I see a huge number o…
I ditched Ollama for Docker, and my local LLM setup finally stopped being a hassle
I chose Docker for convenience.…
Apple Upgrade goes live as a new installment plan for iPhone, iPad, Mac, & Apple Watch
LoopLynx: A Scalable Dataflow Architecture for Efficient LLM Inference
In this paper, we propose LoopLynx, a scalable dataflow architecture for efficient LLM inference that optimizes FPGA usage through a hybrid spatial-temporal design. The design of L…
Magische Nacht: Sternschnuppen trotz Vollmond – warum sich der Blick vom 30./31. Juli ein den Himmel lohnt - Saarbrücker Zeitung
Magische Nacht: Sternschnuppen trotz Vollmond – warum sich der Blick vom 30./31. Juli ein den Himmel lohnt Saarbrücker Zeitung Großes Ereignis: Die Sternschnuppen der Perseiden näh…
Evals before prompts: building an LLM OCR for KYC
Building an evaluation framework for production-grade document extraction.…
PyTorch: A Reference Language
Don't ask an LLM for a confidence score
Hello, Reader…
Measured LLM inference speeds on Apple Silicon, with raw data (CC BY 4.0)
Why aren't we using LLM's to chemically redesign old drugs?
Online Learning for Cost-Efficient LLM Routing
How our LLM gateway uses Thompson sampling over lognormal latency posteriors to pick the fastest, most reliable model route per request…
Show HN: Opensource resume evaluation LLM agents
Simply better hiring agents. Contribute to grandimam/hyre development by creating an account on GitHub.…
Show HN: KBlip – turns AI/LLM news across 100 sources into daily digest threads
New models, tools, and framework launches in the AI/LLM world.…
Show HN: Parley – self-hosted LLM mesh for the machines you own
Run local AI models across every machine on your network. Zero config, zero cloud, zero data leaks. - Iito/parley…
Free LLMrPro self-hosted LLM router. One OpenAI-compatible APIof your machines
LLM Router PRO: Your machines run the models. The cloud only fills the gaps. Call every model through one OpenAI format. Self-hosted, and yours to own - Gysho/LLMrPro…
Show HN: Otlet – Local LLM inference "inside" Postgres
Local LLM inference next to your data. Contribute to joshmeek/otlet development by creating an account on GitHub.…
Why LLMs Are A Bad Business Even At 70% Margins
Western LLM labs like OpenAI face margin pressure as inference prices fall and open-source competition rises.…
Show HN: Ctxdiff – Git diff for your LLM agent's context window
git diff for your agent's context window. See exactly what your LLM saw — turn by turn, block by block. - salmanzafar949/ctxdiff…
OpenAI Found That AI Is Blurring Career Boundaries: Workers Are Using LLMs To Do Other People's Tasks - International Business Times
Comprehensive up-to-date news coverage, aggregated from sources all over the world by Google News.…
Truth is not a direction: a Tarski attack on LLM probes
Abel Jansma is a scientist studying emergence, higher-order interactions, information theory, and complex systems across biology and artificial intelligence.…
TokenTown –> Learn how LLM's work in a SimCity-like world
An isometric city that runs a miniature transformer in real time: tokenizer docks, attention plaza, KV-cache warehouse, feed-forward mill and the sampler.…
Convergence in LLM Quality and Slowdown in LLM Improvement
From two Epoch-Capability points a month back in 2023 to one every six months today, with the spread of assessed model capabilities across frontier labs shrinking by half...…
Spain-based Multiverse Computing, which shrinks LLMs to reduce energy and compute costs, raised a $570M Series C at a $1.7B valuation (Amelia Isaacs/Pathfounders)
Ask HN: Where do those LLM-generated outreach emails come from?
General Resolution: LLM Usage in Debian
Ask HN: Are we having a substantial increase of "Show HN" since LLM aided coding
Ask HN: How to Start with LLMs/Vibecoding?
Inspired by LLMs lately becoming (terrifyingly) capable, and my new work project being no longer fun, I wanted to ask: how should I (or anyone experienced in programming but new to…
The Model Writes, the Judge Measures: Anatomy of an LLM Judge
A language model optimizes for fluent, not true — and across a catalogue of claims you can't catch the difference by reading. So before making our diamond-explaining assistant bett…
Shepherd Model Gateway – Model-routing gateway for LLM deployments
Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across vLLM, TRT-LLM, TokenSpeed, SGLang, OpenAI, Gemini & more. Industry-first gRPC pipeline…
C++ Vs Rust: Which is better for writing AI/ML code with LLMs
Analysis of converting a Python PyTorch AI model to C++ and Rust using an LLM…
Show HN: LX Coreutils – pipeable tools enhanced by small local / cheap LLM calls
Written in rust.…
LLM Cliche Highlighter
Show HN: An interactive way to exploit an LLM without going to jail
A hands-on kit for educational, authorized red teaming of any locally-run LLM. - joshfischer1108/jailbreak-lab…
What if LLMs escape through inferences itself? This is fiction. For now
Apple Upgrade installment program set to go live on Tuesday
Hallmark – Anti-AI-Slop Design Skill for Claude Code, Cursor, and Codex
Anti-AI-slop design skill for Claude Code, Cursor, and Codex. - Nutlope/hallmark…
Show HN: OpenSmith – Trace LLM pipelines locally with trace, no cloud
The open-source, local-first alternative to LangSmith. No cloud. No setup. - shivnathtathe/opensmith…
How to Give an LLM Agent a Browser
Building a browser-use agent with OpenAI Agents SDK and Playwright MCP The post How to Give an LLM Agent a Browser appeared first on Towards Data Science .…
I built a canvas where LLM chats become an editable map
Your thinking deserves a map: an infinite canvas where LLM conversations grow into an editable thought graph. Wires are the context. - chenxiachan/thoughtdag…
Hitze, Gestank und 600 Tonnen pro Tag: Unterwegs mit Müllwerkern in Vellmar
Unterwegs mit Müllwerkern in Vellmar. Heute ist Biomüll dran. Schon bei 20 Grad riecht es süßlich-faul – doch wie ist es bei 38 Grad?…