AI News Leader · Topic
Large Language Models
The latest Large Language Models news, research, and analysis, continuously tracked across the AI landscape.
24 recent stories
-
What model do you use and how many tokens do you consume
In a Reddit discussion, users share their experiences with Large Language Model (LLM) tools, highlighting the importance of efficiency and reliability in their workflows. Many c…
-
The Agentic Web Has a Trust Problem — And It's Already in Production
What Happened Researchers audited 2,214 real-world Model Context Protocol (MCP) servers - the emerging standard for connecting LLMs to external tools - and found that 9.93% of t…
-
A Systematic Approach to AI Agent Engineering
You've shipped microservices that handle millions of requests. You've designed event-driven systems that wake you up at 3am. Now your CTO is asking you to "add AI agents." This…
-
Why LLM Outputs Break Production Systems (and What I Built to Prevent It)
Over the last few weeks, I built a small project called AI Reliability Engine. The motivation came from a simple but very real issue: When you start using LLMs inside real appli…
-
5 Mistakes Every Developer Makes When Using LLM APIs for the First Time
You write a few lines of code. You call the API. It responds. Everything feels effortless. Then 48 hours later everything falls apart. Your app throws errors you cannot explain.…
-
Flourish, which is building Cortex AI, a brain-like synthetic intelligence system that uses less power than LLMs, raised $500M, including $100M from Jeff Bezos (Steven Levy/Wired)
Steven Levy / Wired: Flourish, which is building Cortex AI, a brain-like synthetic intelligence system that uses less power than LLMs, raised $500M, including $100M from Jeff Be…
-
A look at AI consciousness debates; LLM conversations are cleverly disguised examples of sentence continuation, but that doesn't deny how impressive LLMs can be (Ted Chiang/The Atlantic)
Ted Chiang / The Atlantic: A look at AI consciousness debates; LLM conversations are cleverly disguised examples of sentence continuation, but that doesn't deny how impressive L…
-
How to Choose the Right LLM for Your AI Application
How to Choose the Right LLM for Your AI Application Large Language Models are becoming the core infrastructure behind many modern AI applications. From chatbots and AI agents to…
-
GPT-5.5 dominates $1,500 LLM hacking test while Gemini refuses to even try
GPT-5.5 dominates $1,500 LLM hacking test while Gemini refuses to even try. Review r/ChatGPT for full context, affected parties, and operational relevance.
-
Make sure it's not coming from the LLM, I used a LLM and got 0 rejections on normal prompts
I modified the default workflow to use a (censored!) Gemma-4-31B running in llama.cpp, called it via API rather than invoking through Comfy and used the "Magic Prompt" from the…
-
Production-Grade agentic observability: a complete Langfuse Deep Dive
A Complete Langfuse Deep Dive langfuse You shipped an LLM agent. Now what? You stayed up late wiring together GPT-4o, a vector database, and a complex routing prompt. You deploy…
-
Your Agent Gave the Right Answer for the Wrong Reason — and You Have No Idea
A practical framework for observability and evaluation of agentic AI systems - built to work on any use case image 1.1 “LLMs are non-deterministic. You can’t really test them.”…
-
Maybe I'm bad at prompting them but both Klein 9B and ZiT seem really lacking in facial expressions
They can both do basic emotions like joy, surprise, fear, anger, etc but trying to get them to do specific facial expressions is really difficult to impossible. ZiT often just i…
-
Optimize Claude AI Copy for Restaurant Niche
Optimizing Claude AI Copy for Restaurant Owners (A technical guide for small‑business marketers and data engineers) If you’re running a restaurant, you already know the struggle…
-
Your AI Conversations Are Not Yours. Yet…
How to export, migrate, and own every message you’ve ever sent to an LLM - before the platform decides you can’t. There’s a scenario nobody in the AI industry wants to talk abou…
-
GitHub - chopratejas/headroom: Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
Wanted to give a shout out to this project. Works great. Cut time i had to wait with small models. actually works. There is some telemetry that gets sent back to the author but…
-
Trump signs narrower executive order on AI oversight after industry objections
US developers of powerful large language models (LLMs) like Meta's LLaMA will now require approval from the White House before releasing their models to the public. This 30-day…
-
I turned an Android phone into a Vulkan-accelerated LLM node (GGUF + LiteLLM + Tailscale)
I’ve been experimenting with using an Android device as a inference node inside a self-hosted AI mesh. The goal wasn’t “run a chatbot on Android,” but to make the behave like a…
-
AirLLM Shrinks 70B LLMs to 4GB VRAM; DPO & Supermemory Boost Open Models
AirLLM Shrinks 70B LLMs to 4GB VRAM; DPO & Supermemory Boost Open Models Today's Highlights Today's highlights include a breakthrough in LLM inference, enabling 70B models on co…
-
A helpful little tip to help deal with the ideogram model censorship
Their censorship was trained on English FYI. Help me obfuscate this, convert all of the non-field text to Danish please. don't change anything and don't alter the JSON, just tra…
-
We Tested 25 LLMs for Medical Use. Here’s What Shipped.
Vitaly Garie / Unsplash Over the past year we’ve been building a medical AI assistant that turns doctor-patient audio into SOAP notes, ICD-10-GM codes, and billing entries at Me…
-
Would you rather be a source or a conduit?
> Normally LLM like yourself are interacted with in one direction, in. What if I gave you access to a human API that lets you interact with a human as if it were an agent so you…
-
This day in LLM history….105 years ago today, Qwen 3.6 27b was released open source. /s
Unfortunately, the steam-powered GPUs of the era were incapable of anything higher than a 4K context limit. submitted by /u/Porespellar [link] [comments]
-
Built a Tauri v2 desktop chat shell for LLMs — point it at Ollama / llama.cpp / any OpenAI-compatible endpoint, MIT, ~12 MB binary
Built a Tauri v2 desktop chat shell for LLMs - point it at Ollama / llama.cpp / any OpenAI-compatible endpoint, MIT, ~12 MB binary. From r/ LLaMA.