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A user reports that their Asus Ascent with Nvidia GB10 (DGX) is slower than their Ryzen AI Max when running LLMs like Gemma4-31B, despite expected 2-4x speedup, and shares their llama-cpp configuration for debugging.
The author proposes a method to add the E4B audio encoder to larger models by extracting the encoder, creating a linear projection layer, and fine-tuning only that layer with text-audio pairs, similar to a referenced paper but using Gemma instead of Whisper.
Practical findings from auditing a production customer support RAG system reveal that heuristic evaluators give false signal, retrieval bugs often masquerade as LLM failures, and the Pareto frontier for cost and quality is often not where expected. Sweeping models showed that replacing the incumbent (Gemini Flash Lite Preview) with Gemma 4 26B achieved a 19% quality improvement at 79% lower cost.
Introduces Equibles, a self-hosted open-source MCP server that provides local LLMs with real U.S. financial data including SEC filings, insider trades, and economic indicators.
1Password shares lessons from using AI agents to analyze and refactor their large Go monolith, detailing successes in deterministic tooling and challenges in applying agents to live production changes.
The author reflects on migrating from Tailwind CSS to vanilla CSS with semantic HTML, sharing insights on structuring CSS using systems like resets, components, and utility classes learned from Tailwind.
A Hacker News thread discusses whether a solo entrepreneur should pursue SOC2 Type 2 compliance, with commenters advising against speculative certification and suggesting alternative documentation and security practices.
Waymo is voluntarily recalling about 3,800 robotaxis in the U.S. to fix a software glitch that allowed them to drive into flooded roads, following incidents in Austin and San Antonio.
farm-to-door is a free directory for finding US farms that deliver fresh, farm-direct food like raw milk, pastured eggs, and grass-fed meat.
sx is an open-source package manager for sharing AI skills, MCP configs, and commands across teams. It helps capture individual AI expertise and distribute it automatically to team members.
Feedr v0.8.0 is a terminal-based RSS feed reader written in Rust, featuring a TUI interface with feed management, full-text extraction, and vim-style navigation.
Aperio is a programming language designed to reduce the translation cost between human mental models and LLM code generation by using a structural model based on recursive hypergraphs of typed units called loci.
A web-based planetarium that provides a live, locally processed view of the stars above your location, using Pan-STARRS data and a fixed viewport to make Earth's rotation visible.
A web-based tool that visualizes a neural network (using PPO) learning to play Snake in real-time, with configurable parameters and 3D rendering.
The U.S. Department of Justice is demanding that Apple and Google hand over personal data on over 100,000 users of EZ Lynk's Auto Agent app, which is allegedly used to bypass vehicle emissions controls, sparking privacy and legal concerns.
A CLI tool that transforms a single image into a fully meshed 3D environment with objects, ambient sound, and physics SFX in under five minutes by leveraging Claude skills, World Labs, and FAL models.
This project implements a fully functional scientific calculator in hardware using an FPGA, including a custom soft CPU, microcode firmware, and supporting tools. It provides a web-based simulator and open-source Verilog code.
Bun's Rust rewrite fails basic Miri checks, allowing undefined behavior in safe Rust, raising serious safety concerns.
Project Gutenberg is a library of over 75,000 free eBooks, focusing on public domain literature, available for download or online reading.
OpenAI is previewing a personal finance experience in ChatGPT for Pro users in the U.S., allowing them to securely connect financial accounts, view a dashboard, and ask context-aware financial questions, powered by GPT-5.5.