A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.Awesome Artificial Intelligence A curated collection of must-use, actively maintained resources for building and shipping AI systems. Focus: AI engineering (RAG, agents, evals, guardrails, deploy) plus the best books, guides, papers, and a carefully selected set of tools. 📚 Learn Deep, durable knowledge — still valuable five years from now. Books Modern & Practical — Scalable, maintainable ML pipelines (C... Read more ›
We’re on a journey to advance and democratize artificial intelligence through open source and open science. Read more ›
From pretraining to RLHF/GRPO — every algorithm hand-written in pure PyTorch. Read more ›
Why stdx is not on crates.io While I think that the xxx aspect of stdx has been well received, a lot of Rust developers were suffering with the current status Read more ›
Recently, I’ve been fascinated by the trend of building data storage systems on object storage. Systems like TurboPuffer are all the rage in the search space right now. New storage primitives like SlateDB make creating bespoke storage systems feasible for a single developer or small team. Read more ›
Vespa implements several useful features for customizing and improving Vector Search. Here, we will go into detail of each of them. The post appeared first on <a href=" Read more ›
Some literate programming on a small crate I've written Read more ›
Maybe there will even be more interest in the invention and use of more advanced algorithms and data structures that use less memory? Read more ›
The CSV magician. Contribute to medialab/xan development by creating an account on GitHub. Read more ›
GenDB is a Generative Query Engine that uses LLM agents to generate instance-optimized query execution code, tailored to your specific data, workloads, and hardware. Read more ›
A lot has happened in transformer quantization over the past few years, from barely being able to quantize a 7B model in INT8 without... Read more ›
Chunk. Embed. Hybrid Search. Autonomous GhostAgent. Ephemeral RAG + MCP server. Rust + ONNX Runtime on GPU. No disk. No state. Read more ›
Edge devices now behave like cloud systems, and software has outgrown cross-compilation. Why a growing class of small teams needs a build system shaped for that job. Read more ›
Detects usage of unsafe Rust in a Rust crate and its dependencies. - geiger-rs/cargo-geiger Read more ›
All Signal. No Noise. Read more ›
LLM-based query expansion improves retrieval by enriching the original query with additional context. Yet most methods remain generation-driven, producing plausible pseudo-documents or expansions without checking how the target corpus responds. This can introduce retrieval drift, amplify misleading vocabulary, or miss terms that distinguish relevant from non-relevant documents. We argue that effective expansion requires retrieval-grounded feedba... Read more ›