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When Models Examine Themselves: Vocabulary-Activation Correspondence in LLMs

Show HN: Unshackled – A roadmap for running unrestricted local LLMs

Show HN: Local and Cloud LLM Comparison Using Nvidia DGX Spark

Show HN: Linkpreview.io – Debug and preview social share cards

Show HN: PaperPod – Fast, no-setup sandboxes for AI agents

Data exfil from agents in messaging apps

Show HN: EU AI Act Layer – Free Compliance Checker

Show HN: Pluto – open-source Experiment Tracker for Neptune users

Know: Compiling LLM reasoning into a shared, open knowledge network

DirectStorage LLM Weight Streaming: 4x faster loading, MoE expert streaming

A one-prompt attack that breaks LLM safety alignment

Share of Americans medically obese is projected to rise to almost 50% by 2035

Show HN: Luzia – Unified crypto pricing API for developers

Show HN: Pompelmi – Privacy-first file upload scanning for Node.js

The many masks LLMs wear

Show HN: Nix-sandbox-MCP: Reproducible, isolated code execution for Claude/LLMs

Circumstantial Complexity, LLMs and Large Scale Architecture