Local LLMs work best when you're not loyal to just one
…So, I tend to use a bunch of LLMs in my workflow, and cycle between them depending on my needs. Take my Paperless-GPT text extraction pipeline, for example. Since minicpm-v…
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Empowering Smart Healthcare with Generative AI: Healthcare institutions
…AI Assistant represents a transformative step forward in the healthcare industry, addressing longstanding challenges in efficiency, productivity, and patient care. By integrating advanced Gen AI technology and LLMs into critical workflows, this…
Microsoft 365 Copilot's new agent uses Claude to fact-check GPT's work
…It goes beyond the simple 'chatbot style' of LLMs and becomes a digital assistant of sorts. One of the more exciting new features is a Researcher tool that combines two LLMs, so…
New critical Exim mailer flaw allows remote code execution
…Despite the surprising result below, it was the human researcher who won the race, with assistance from the LLM for tasks such as assembling files and testing exploitation avenues. While the researcher…
Discussions and forums
n8n + Paperless-ngx + Paperless-GPT for adding RAG to your documents!
Paperless-ngx is undoubtedly one of the most important and useful containers in my self-hosted stack. I have a modest collection of documents, ranging from receipts, to pay-stubs, certificates, notices, IDs, etc. While i…
Show HN: Self-hosted collaborative SQL editor for teams
I built a self-hostable web-based sql client interfaces for me and my team.We were using the community version of - https://dbeaver.io, but we needed a few more features and an improved editor. PopSQL was a modern take o…
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Show HN: Forge – Guardrails take an 8B model from 53% to 99% on agentic tasks
Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments.I built Forge, an open-source reliability layer for self-hosted LLM tool-calling.What it does:- Adds domain-and-tool-agnostic guardrails (retry nudges, step e…
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NVIDIA Technical Blog
…9 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…
I turned my home server into an AI appliance, and this is the stack that actually stuck
…Instead of keeping AI separate, I integrated it with my productivity stack, including Logseq, Obsidian, Home Assistant, Paperless-ngx, etc. This made AI a natural part of my workflow rather than an…
Robotics – NVIDIA Technical Blog
…9 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…
Data Science – NVIDIA Technical Blog
…9 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…
Edge Computing – NVIDIA Technical Blog
…9 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…
Networking / Communications – NVIDIA Technical Blog
…9 MIN READ Apr 23, 2026 Winning a Kaggle Competition with Generative AI–Assisted Coding In March 2026, three LLM agents generated over 600,000 lines of code, ran 850 experiments, and…